Library,Type,Type High Level,Root cause,Root cause High level,Symptom Vis,Symptom,Fixing pattern,Fixing pattern 2,Fixing pattern high level,
Tensorflow,heap buffer overflow,Buffer Errors,Invalid Memory Access,Memory Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/tensorflow/tensorflow/commit/af5fcebb37c8b5d71c237f4e59c6477015c78ce6
Tensorflow,Infinite Loop,Memory Errors,Improper Exception Handling,Business Logic Errors,Resource Consumption,Resource Consumption,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/7b31eb3cf8f2f723cb937fd379264eb573cd3b97
Tensorflow,heap buffer overflow,Buffer Errors,Invalid Memory Access,Memory Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/8ba6fa29cd8bf9cef9b718dc31c78c73081f5b31
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,cleaning up memmory before initializaion,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/bf460e240a631852b4bc76396cc8e80655ad5ae7
Tensorflow,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/0cc38aaa4064fd9e79101994ce9872c6d91f816b
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/ee119d4a498979525046fba1c3dd3f13a039fbb1
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/bcd54671b0d32e462b9576ac34f847d0d8f47e1b
Tensorflow,integer overflow,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/37054f9134af917ded7f40c7d663fa490d85c7d4
Tensorflow,out of bound write,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/368af875869a204b4ac552b9ddda59f6a46a56ec
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/9a133d73ae4b4664d22bd1aa6d654fec13c52ee1
Tensorflow,out of bound write,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/698e01511f62a3c185754db78ebce0eee1f0184d
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/Tensorflow/Tensorflow/commit/9ba2e103731f3cebc9c1711d1ef5d51e120c05f4
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/48f594cba4cf6c33c81f59fec9eac1af0aa4c951
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/087859fce9409991164f727735743da4cb310fd4
Tensorflow,Infinite Loop,Memory Errors,Using Improper Data Type,Data Type Errors,Resource Consumption,Resource Consumption,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/7d57263720c7d2c88861f2f325e8ca1bd02deb38
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/c974dc5caa85831452e66676c60ad8e97c73fd6b
Tensorflow,Infinite Loop,Memory Errors,Invalid Memory Access,Memory Errors,Resource Consumption,Resource Consumption,conditionally disable the Optimization,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/07b75ffa453b1ec9189371244d21b6684503340b
Tensorflow,buffer overflow,Buffer Errors,Third Party Library Issue,API Errors,Crash,Crash,Update Third Party Library,Update Third Party Library,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/9cb0a05d8a997ddb2772987534ec751efb5065ce
Tensorflow,buffer overflow,Buffer Errors,Third Party Library Issue,API Errors,Crash,Crash,Update Third Party Library,Update Third Party Library,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/e1470f465d09525390010118429ca15233b99cfa
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/6d94002a09711d297dbba90390d5482b76113899
Tensorflow,integer overflow,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/b5cdbf12ffcaaffecf98f22a6be5a64bb96e4f58
Tensorflow,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/401dc1b3db4e7412f4fc50f96c25fd564d593f4c
Tensorflow,Race Condition,Concurrency Errors,Wrong Order of Execution,Business Logic Errors,Segmentation Fault,Segmentation Fault,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/45370f0d3ba3eb8843a3a255ed60e22b3c132eb2
Tensorflow,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/66f452d2217b155b697fc6d6cef5f56599ee2bbc
Tensorflow,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/b47be308c4b5ac7babd6400a8fb40c3d8bf163d6
Tensorflow,Infinite Loop,Memory Errors,lack EGL context checking,Others,Resource Consumption,Resource Consumption,adding EGL context checking,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/e35be978351a8578549d30b6f483825d36dc0f8b
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Crash,Crash,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/e07e48b2e0908333a36f1c5726a9406a83b3ec90
Tensorflow,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/82e6203221865de4008445b13c69b6826d2b28d9
Tensorflow,heap buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/7ae2af34087fb4b5c8915279efd03da3b81028bc
Tensorflow,heap buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/f60e73456ed6c0e121a9d2b308f9c9f8f9a3cdb7
Tensorflow,heap buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/51300ba1cc2f487aefec6e6631fef03b0e08b298
Tensorflow,heap buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/1d04d7d93f4ed3854abf75d6b712d72c3f70d6b6
Tensorflow,integer overflow,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/4253f96a58486ffe84b61c0415bb234a4632ee73
Tensorflow,Improper Input Validation,Others,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/c57c0b9f3a4f8684f3489dd9a9ec627ad8b599f5
Tensorflow,buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/8ee24e7949a203d234489f9da2c5bf45a7d5157d
Tensorflow,integer overflow,Numeric Errors,Malicious Parameters,API Errors,Unexpected Behavior,Unexpected Behavior,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/7c8cc4ec69cd348e44ad6a2699057ca88faad3e5
Tensorflow,Use of Inherently Dangerous Function,Others,Using Wrong API,API Errors,Segmentation Fault,Segmentation Fault,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/aa44812e3e40b1c95586466bc177b07525b787ea
Tensorflow,Infinite Loop,Memory Errors,Improper Exception Handling,Business Logic Errors,Resource Consumption,Resource Consumption,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/febd380da9219e08ea493b5baff765e2ef2d99d5
Tensorflow,Improper Input Validation,Others,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/578e634b4f1c1c684d4b4294f9e5281b2133b3ed
Tensorflow,heap buffer overflow,Buffer Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/e0b6e58c328059829c3eb968136f17aa72b6c876
Tensorflow,Improper Input Validation,Others,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/ff72f8f7902b61992d72fffcfe8b0326f19c4497
Tensorflow,heap buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/faa76f39014ed3b5e2c158593b1335522e573c7f
Tensorflow,stack overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/704866eabe03a9aeda044ec91a8d0c83fc1ebdbe
Tensorflow,Improper Input Validation,Others,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/ae4794f5154eca0589ec13c86bb27792cc09024a
Tensorflow,Infinite Loop,Memory Errors,Incorrect Index Calculation,Business Logic Errors,Resource Consumption,Resource Consumption,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/9c1dc920d8ffb4893d6c9d27d1f039607b326743
Tensorflow,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Crash,Crash,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/e07e1c3d26492c06f078c7e5bf2d138043e199c1
Tensorflow,heap buffer overflow,Buffer Errors,Improper String Manipulation,Others,Crash,Crash,Improve String Manipulation,Improve String Manipulation,Others,https://github.com/Tensorflow/Tensorflow/commit/2dac0812a52cc72661a55487d2bc9ed84fd7b268
Tensorflow,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/44bcb14ec77b43854b5b5777d9b36f36303638c0
Tensorflow,Infinite Loop,Memory Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Resource Consumption,Resource Consumption,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/e60741121151ead703ea659dc7ccce5e60afff00
Tensorflow,Improper Input Validation,Others,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/0c36d11574c72e26a5104ef8766e07edd701103b
Tensorflow,heap buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/dcd7867de0fea4b72a2b34bd41eb74548dc23886
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/8fefda402a4c5e313954c1467ed6e350b39d6f58
Tensorflow,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/a33a0e8524108a7fe00614194788aad7991ab268
Tensorflow,Infinite Loop,Memory Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Resource Consumption,Resource Consumption,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/81908ee16f7e0efa611c408553271e48f68c9041
Tensorflow,Infinite Loop,Memory Errors,Incorrect Index Calculation,Business Logic Errors,Resource Consumption,Resource Consumption,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/94330403b70e022f37c61aa503404224d46d8c64
Tensorflow,Infinite Loop,Memory Errors,Improper Exception Handling,Business Logic Errors,Resource Consumption,Resource Consumption,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/ae2ec43d674e8e8e6160c562f0b29e1a018e9118
Tensorflow,integer overflow,Numeric Errors,Others,Others,Crash,Crash,Others,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/01108a05710fc0c72e212901512b448f9abbb03e
Tensorflow,out of bound write,Buffer Errors,Third Party Library Issue,API Errors,Crash,Crash,Update Third Party Library,Update Third Party Library,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/2ed4c2279cef8a18d17b6b80736135edb810a6a6
Tensorflow,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/92aed7b14476f7e26a5d5ba317cb5dccd45734b6
Tensorflow,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/12243e6b65958c2e0c344aa3df4875f472ce5ae0
Tensorflow,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/87cf4d3ea9949051e50ca3f071fc909538a51cd0
Tensorflow,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/26af5c3fb290cda49bd83928efe3846f297b0af9
Tensorflow,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/69c68ecbb24dff3fa0e46da0d16c821a2dd22d7c
Tensorflow,integer overflow,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/4c0ee937c0f61c4fc5f5d32d9bb4c67428012a60
Tensorflow,heap buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,resizing images bounds,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/f851613f8f0fb0c838d160ced13c134f778e3ce7
Tensorflow,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/eccb7ec454e6617738554a255d77f08e60ee0808
Tensorflow,Out of Bound Read,Buffer Errors,Third Party Library Issue,API Errors,Segmentation Fault,Segmentation Fault,Update Third Party Library,Update Third Party Library,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/cc0621d70fb6c3d4e4b3b92d65f1c8fdfafe014f
Tensorflow,heap buffer overflow,Buffer Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/a84358aa12f0b1518e606095ab9cfddbf597c121
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/Tensorflow/Tensorflow/commit/29f1aa1beb79abe1358129715986749551902442
Tensorflow,Null Pointer Dereference,Memory Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/e6340f0665d53716ef3197ada88936c2a5f7a2d3
Tensorflow,Credentials Management Errors,Others,InsecureServerCredentials,Others,Crash,Crash,Use InsecureServerCredentials for OSS and internal testing,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/24c54fda9c1b5dafc9adba56ac43808f6e9ec7b7
Tensorflow,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/b432a38fe0e1b4b904a6c222cbce794c39703e87
Tensorflow,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/d975d4db11c0a41516594e5b564ffd042d22e7b0
Tensorflow,integer overflow,Numeric Errors,API Misuse,API Errors,Crash,Crash,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/ff6601a943db5f71fda09210e67ba8e9fd839ae8
Tensorflow,stack overflow,Buffer Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/5bb73bc2aa7b4143d0197181e27e9a442d5b39a5
Tensorflow,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/94b6db8cc538408cc29d88be13307f9fd8a77120
Tensorflow,heap buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Segmentation Fault,Segmentation Fault,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/ca8c013b5e97b1373b3bb1c97ea655e69f31a575
Tensorflow,stack overflow,Buffer Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/aeee9bd1096fbce84cdf665174b2132e1a78e2b4
Tensorflow,Incorrect Control Flow Implementation,Others,Wrong Order of Execution,Business Logic Errors,Segmentation Fault,Segmentation Fault,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/081098ee7639211687db7d369aa172029572e7dd
Tensorflow,Race Condition,Concurrency Errors,Improper Resource Locking,Concurrency Errors,Segmentation Fault,Segmentation Fault,Modify Locking Statement,Modify Locking Statement,Resolve Concurrency Error,https://github.com/Tensorflow/Tensorflow/commit/2dd9bc663e52e1a75f972e981117b7e29196f3d2
Tensorflow,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Make implementation simple,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/8b5b9dc96666a3a5d27fad7179ff215e3b74b67c
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Crash,Crash,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/35f478825b56218768220a46bb49b9645271f6cf
Tensorflow,heap buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/0462de5b544ed4731aa2fb23946ac22c01856b80
Tensorflow,Null Pointer Dereference,Memory Errors,Others,Others,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/16108b7bb1c7e173142d2011473e4d9a97cc43d3
Tensorflow,Improper Handling of Unexpected Data Type,Others,Using Improper Data Type,Data Type Errors,Segmentation Fault,Segmentation Fault,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/63dbe41c4c455992f88e4e618efcf638b0325815
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/83870cb25fa07fac8900aa9da7ecc7823f15cbcf
Tensorflow,Behavioral Change in New Version or Environmen,Others,Third Party Library Issue,API Errors,Segmentation Fault,Segmentation Fault,Update Third Party Library,Update Third Party Library,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/78026d6a66f7f0fc80c69b1a2f8843616f4cd2a7
Tensorflow,integer overflow,Numeric Errors,Float Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/de0a617f4ef321ebf579a4539cec85690f55fb4c
Tensorflow,Infinite Loop,Memory Errors,Improper String Manipulation,Others,Resource Consumption,Resource Consumption,Improve String Manipulation,Improve String Manipulation,Others,https://github.com/Tensorflow/Tensorflow/commit/7bfbd3f7be0725ee9c220047fe85032cf126d92b
Tensorflow,Use of Uninitialized Resource,Resource Errors,Others,Others,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/1c74b32aa27dc0d40a9ce1f883ea632d399a7b9a
Tensorflow,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Crash,Crash,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/1afe51a60cbda6fc42b157f6393063052208da70
Tensorflow,Infinite Loop,Memory Errors,Others,Others,Resource Consumption,Resource Consumption,Others,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/b53ed4d560aaeb7a92185f4fbf2562e5e274456a
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,enabling verbose logging for executor,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/40835281112e42fd34af2aea4d3788d15b8e795a
Tensorflow,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Segmentation Fault,Segmentation Fault,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/25b0e7d995050c85a56d787a6aac4e1a7423902e
Tensorflow,Incorrect Control Flow Implementation,Others,Wrong Order of Execution,Business Logic Errors,Segmentation Fault,Segmentation Fault,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/78edbb6403b73d6c79bd58e23e08dc21b5c33847
Tensorflow,stack overflow,Buffer Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/96498f7fb36e8fcc660cc9444ab0b30f6064cb72
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/d3c76ae3af38fdcaa88bedb9c73c1ab9bf3bd4f5
Tensorflow,integer overflow,Numeric Errors,Using Wrong API,API Errors,Unexpected Behavior,Unexpected Behavior,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/2e23d38ce733613fd0db938b8ba6bcf39c722ba1
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/Tensorflow/Tensorflow/commit/f075bcedbb55daeea9692f3112b098b432c845af
Tensorflow,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Segmentation Fault,Segmentation Fault,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/60196aa5ac41fe1ec952a7bc094c59133200c9a8
Tensorflow,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Crash,Crash,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/e4e26b491796a6fb42b336ba01c84b0d3beca793
Tensorflow,Infinite Loop,Memory Errors,Improper Exception Handling,Business Logic Errors,Resource Consumption,Resource Consumption,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/d4f1668c434505553fa1d1ecc1dc0567349857a5
Tensorflow,Memory Leak,Memory Errors,Remove injected functions from llvm.compiler.used,Others,Crash,Crash,LLVM's InjectTLIMappings adds functions that might be used for vectorization to 'llvm.compiler.used'. Remove it before deleting the function.,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/d75abdfd35094e28aaccdafacd655a96175d8189
Tensorflow,Infinite Loop,Memory Errors,AutoGraph is stuck in an infinite loop.,Others,Resource Consumption,Resource Consumption,Add the infinite loop verification to Python for loops,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/eba45c548371e29cd141c32d367b582b9ca656be
Tensorflow,insufficient precision,Numeric Errors,Float Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Float Type Range,Adjust Float Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/1514b7fdcd54744f1ae68e6d396e0b05028ee1a8
Tensorflow,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/2522ce7dd5d28c9733824a66133fc918290e3ed0
Tensorflow,incorrect type conversion or Cast,Others,Using Improper Data Type,Data Type Errors,Segmentation Fault,Segmentation Fault,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/5ac1b9e24ff6afc465756edf845d2e9660bd34bf
Tensorflow,Behavioral Change in New Version or Environmen,Others,Third Party Library Issue,API Errors,Segmentation Fault,Segmentation Fault,Update Third Party Library,Update Third Party Library,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/54daf3c5700897a6062313983933ca28e92c410d
Tensorflow,Out of Bound Read,Buffer Errors,Using Wrong API,API Errors,Segmentation Fault,Segmentation Fault,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/0c3af9326f23cb4a254c41a80679ab39f87e82d0
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/75e5b5d70b6f33bd41fdf07b844c762b23f99d1b
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/23fde233bf3210759b5a4453bc39101df9c86d0c
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Crash,Crash,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/79605069321520bd8af318eef92b71070dcc8961
Tensorflow,stack overflow,Buffer Errors,large amount of comments,Others,Crash,Crash,modify comments,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/e2f6723772345d6b83fac92cf5737f19a68dfca6
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Crash,Crash,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/dbcb2a5470e40974924cebd0f74d7f117b21bf8e
Tensorflow,integer overflow,Numeric Errors,Others,Others,Crash,Crash,This CL moves the bounding to linalg.slice,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/37ccc893dbe6ae28747eb63c7d144475a7bdf130
Tensorflow,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/0d6095963d907e0de1d635842d8ed80759a436ba
Tensorflow,Business Logic Errors,Others,Others,Others,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/71fc0645a882d901e2c0e7307bea7b33ce89119c
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/97bf0b07b4bb232ba691165bafea93595824ef0c
Tensorflow,Function Call with Incorrectly Specified Arguments,Others,Malicious Parameters,API Errors,Segmentation Fault,Segmentation Fault,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/a84fc332467e888103b3a35ab6c8d44a423c4aed
Tensorflow,Use of Uninitialized Resource,Resource Errors,Others,Others,Segmentation Fault,Segmentation Fault,creating the `ResourceMgr` parameter of `IteratorContext`,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/02874a2e4272733cd2148ab9498f3ee4a06dc2da
Tensorflow,Deadlock,Concurrency Errors,Inconsistent Naming Conventions for Identifiers,Others,Resource Consumption,Resource Consumption,Modify Naming Conventions for Identifiers,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/2b8485c1b79d8cc4534096758ec28dab80d5d828
Tensorflow,Null Pointer Dereference,Memory Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/3ae3c3c9d43f870d6340cec529de03175e914595
Tensorflow,heap buffer overflow,Buffer Errors,Integer Variable Range Issue,Data Type Errors,Crash,Crash,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/db4f9717c41bccc3ce10099ab61996b246099892
Tensorflow,Double Free,Others,Improper Usage of Locking Statement,Concurrency Errors,Segmentation Fault,Segmentation Fault,Modify Locking Statement,Modify Locking Statement,Resolve Concurrency Error,https://github.com/Tensorflow/Tensorflow/commit/3b239555fe63c2046e762cd0272c42a02b505afe
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/449e442c9dd15439d867950b2a17dded0f361052
Tensorflow,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/840f25bd4623e5a9aedcbe6163332f51ee303784
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/e985e958b333a4b4bd9b3c9abadf340517b3b88d
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Crash,Crash,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/3ce688f5a78fb7dff8df5cc284ca6c628eed136b
Tensorflow,Memory Leak,Memory Errors,Using Wrong API,API Errors,Resource Consumption,Resource Consumption,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/097fc1cdef5c56d4bb239a5a44bf950f0b1c4d37
Tensorflow,incorrect type conversion or Cast,Others,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/aa4765a1417950cf2c29afd0172aebdd31b0725f
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/dd89d37a9eb0739dae3715baeaed9d7814bf459a
Tensorflow,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/286e5e5d59f9b1dd1565f464348e044b704d3ac9
Tensorflow,insufficient precision,Numeric Errors,Others,Others,Crash,Crash,Others,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/3553486256ae68ac72ed1ed2688a055381d818a5
Tensorflow,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/434dbe38970ffc90a5b546780be702e0b5de9a0c
Tensorflow,integer overflow,Numeric Errors,Incorrect Index Calculation,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/fc44600e5c3ccf1de1e3d4792a00d3578311d3f6
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/880390941ce6430996c8f842540f73b53f3d1d8e
Tensorflow,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/f0d7172a30954b6696bdf2f40a5be11e7fdeb39c
Tensorflow,Improper Input Validation,Others,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/85f4f6b7ced7afab7e77e65c2b21448cfbf2d6f2
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/55cf8c0db7bf6bf68380035032c24da2e5fa385b
Tensorflow,integer overflow,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/8f9413bf41ff89672a3415eef606ecaca7c70a2f
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/885cd2942ae7b6239146a3f51ec3d6948ac2b89e
Tensorflow,integer overflow,Numeric Errors,Incorrect Index Calculation,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/63bac283d12899a2d769a768729942c4f64436ea
Tensorflow,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/4f7a169a7eb97ea4819217f14705d6c2bd125355
Tensorflow,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/b18cbef5772abd61d841b2b765f3a203f8616f2e
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/1132333db732548e85c2c860239421b649dcc5d6
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/daaaab25fb8aa981fdf76740763714c9ea3f2879
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/7e8a83543b7eb36647894453129f15eeec60b3ba
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/a6df304e5ec4b0ad28884025558ecda414b9df07
Tensorflow,integer overflow,Numeric Errors,Incorrect Index Calculation,Business Logic Errors,Crash,Crash,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/e7674c09a151cac07bae43f6fe8551e8fec6dfe0
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/d09b1ebe4188c1b8089806336895907439fe5ee2
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/9f312f32091534bfc115212d2ec7c838180df663
Tensorflow,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/6a7779f3384e48012d3e27ae0f48d410f5174d06
Tensorflow,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Crash,Crash,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/32e0db3e7a085ff2473a53b9401686544b4442aa
Tensorflow,Infinite Loop,Memory Errors,Using Wrong API,API Errors,Resource Consumption,Resource Consumption,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/4ef9be236bdbf4cc50c71514503c0aa0fd41f72e
Tensorflow,Infinite Loop,Memory Errors,constant folding,Others,Resource Consumption,Resource Consumption,Prevent infinite loop in constant folding when materializing broadcast gradient nodes that are subsequently constant folded,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/3344714a2886287377c2255906d6004f213e3bc0
Tensorflow,buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/13ef0af4867477cdda7e0b294e61560c2952df42
Tensorflow,insufficient precision,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/942a32bc71291994c14625b6311268319dd27808
Tensorflow,buffer overflow,Buffer Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/9cd65e9a9081640934b2b78cf84b6e51ddd69796
Tensorflow,integer overflow,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/49f73c55d56edffebde4bca4a407ad69c1cae433
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/c460a245a25467a66d7319544afb92407057b424
Tensorflow,Infinite Loop,Memory Errors,phi node is redundant,Others,Resource Consumption,Resource Consumption,Fix infinite loop in HLO data flow analysis,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/4c24ab2d0651b048d81c4743b73ac92b5c39d8cc
Tensorflow,stack overflow,Buffer Errors,Wrong Order of Execution,Business Logic Errors,Crash,Crash,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/698bc996f7190f5cd836d48d29b8c1b3ddcd37c2
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/7f88363810e77a39db919fb4000583ad0138e53c
Tensorflow,Infinite Loop,Memory Errors,large number of iterations,Others,Resource Consumption,Resource Consumption,Limit the number of iterations to avoid creating infinite loops,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/ff47768027a66d550667015e1f238541169414c5
Tensorflow,integer overflow,Numeric Errors,Incorrect Index Calculation,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/192f1c24ec6692342391c03bb620f5de1af9de3b
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/217e6a70b9a095974ed0e27b1848458edb232a3e
Tensorflow,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Crash,Crash,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/202d7e812ebcb2a88fc44cba145dbde560b31ffe
Tensorflow,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/74137f994faad09593ae2daad6251a4ccf72f558
Tensorflow,integer overflow,Numeric Errors,Float Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Float Type Range,Adjust Float Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/793fa4e91d3cae77565f753c2b8d769e1a3928f8
Tensorflow,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/d906c963269dd1522c7693c8f944e6a846b86221
Tensorflow,stack overflow,Buffer Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/a7c36173cabcc1289a836e8143accb5f0914b19a
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/Tensorflow/Tensorflow/commit/ebae3deba801b55debbf67205c43ee54f80a7494
Tensorflow,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Crash,Crash,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/Tensorflow/Tensorflow/commit/4e3544100876676f85ef1668fc2222a6d18a3a68
Tensorflow,Business Logic Errors,Others,Iteration Issues,Others,Segmentation Fault,Segmentation Fault,Make a copy of the computations,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/a352cba4a60aa99af9c817a792aae3e03e1b74a6
Tensorflow,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/47cd4cd100800482b57d1b7755dfdcbc04969ffe
Tensorflow,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/e8ee5286a686c6fc3057ba7cf9ba9ef7003789a6
Tensorflow,Use of Uninitialized Resource,Resource Errors,others,Others,Segmentation Fault,Segmentation Fault,others,others,Others,https://github.com/Tensorflow/Tensorflow/commit/32e4c38ffee4d14a8ee94d63f3c3bc5bbc3e7ee1
Tensorflow,Infinite Loop,Memory Errors,Using Wrong API,API Errors,Resource Consumption,Resource Consumption,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/Tensorflow/Tensorflow/commit/033f87b7f4d54c9f981ef848f559d232dbcc8d34
Tensorflow,Null Pointer Dereference,Memory Errors,Using Improper Data Type,Data Type Errors,Segmentation Fault,Segmentation Fault,Fix QuantizeAndDequantize GPU segfault,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/13700159b96f832b9230e79524693862df793840
Tensorflow,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/e3fdc3b7fd4784b88512517d3b3dacfbb9677e43
Tensorflow,insufficient precision,Numeric Errors,Float Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Float Type Range,Adjust Float Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/f4264cb8e1ea70c612170ed72b9fe0382d1967a0
Tensorflow,Race Condition,Concurrency Errors,Others,Others,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/74d1e78c47a5ac2609084ad654542a90e0813c54
Tensorflow,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Rewrite Tensor::SummarizeValue to avoid a segfault when passed an uninitialized Tensor,Others,Others,https://github.com/Tensorflow/Tensorflow/commit/b09764d0c95ec3c8f56bc930ab2cc25157630cfb
Tensorflow,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Segmentation Fault,Segmentation Fault,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/2092fb45f773db7ff0cfc090cc245594999e4999
Tensorflow,Out of Bound Read,Buffer Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/95ae233e25f8521b8b4cc3d02e424501f77b514b
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/867227c1317d05ab1b6e5c2341212ed5741da049
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/6047c6977dbc30f018b8b3ea0486ca907901dabb
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/f4686d27a705bd547b828693462714d31bfd21ce
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/Tensorflow/Tensorflow/commit/8fce27bc797582c573c232b9b9328cef4c642048
Tensorflow,out of bound write,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/Tensorflow/Tensorflow/commit/4be49cce22726281a90851d12c99bfdbbeb2739c
Tensorflow,Deadlock,Concurrency Errors,synch operations,Others,Resource Consumption,Resource Consumption,support asynch op,Others,Others,https://github.com/tensorflow/tensorflow/commit/3d854a744d1236944eb0ecdc172b1825ace565e1
Tensorflow,Race Condition,Concurrency Errors,,Others,Resource Consumption,Resource Consumption,adding cluster context manager,Others,Others,https://github.com/tensorflow/tensorflow/commit/f7837905c0a24b18841198863a64e8a878c53b44
Tensorflow,Out of Bound Read,Buffer Errors,,Others,Crash,Crash,Support atomic operations on small data types,Others,Others,https://github.com/tensorflow/tensorflow/commit/6605938c280590ee981470abe87386396cf0e438
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Crash,Crash,Prepare the graph for transitive reduction if enabled,Others,Others,https://github.com/tensorflow/tensorflow/commit/7ebe79f21d5f64f0b25c0b75d607f3cb00bb2c45
Tensorflow,Deadlock,Concurrency Errors,Improper Usage of Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Modify Locking Statement,Modify Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/64c4e8f6c1f2676fbd79b9a88a634424176d7101
Tensorflow,Deadlock,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/tensorflow/tensorflow/commit/c231d2115d5536873fa1f3d93ecaf3b1701c158f
Tensorflow,Incorrect Control Flow Implementation,Others,Incorrect Control Flow Implementation,Others,Segmentation Fault,Segmentation Fault,Hoist function input placeholders out of any control flow context,Others,Others,https://github.com/tensorflow/tensorflow/commit/1c4810141e71289d71bfd94a74434bd09ee6b20f
Tensorflow,division by zero,Numeric Errors,division by zero,Others,Crash,Crash,adding missing GPU configs,Others,Others,https://github.com/tensorflow/tensorflow/commit/75350d385533b5aae9c33fc52ca90d359db6cc9d
Tensorflow,Null Pointer Dereference,Memory Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/tensorflow/tensorflow/commit/4a423d13c6814ede1941e35c7cdcdc21ca13e8ef
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/d8af56e3b4cd0ac5096e32c3eee2d2cfb4d4137d
Tensorflow,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/tensorflow/tensorflow/commit/c746ce85d64f9eb9a922f31a4bd590c9dc8d4ad5
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/2f8d3387c3b27cd77509efb69732c336479e014c
Tensorflow,Race Condition,Concurrency Errors,,Others,Resource Consumption,Resource Consumption,Removes the use of tf.cond in the SweepHook,Others,Others,https://github.com/tensorflow/tensorflow/commit/07d78ddeafe41bc0363ac92efd7ca8ea60478989
Tensorflow,integer underflow,Numeric Errors,Using Wrong API,API Errors,Unexpected Behavior,Unexpected Behavior,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/tensorflow/tensorflow/commit/b1c095a28a7aa9bbee4af4d9a7e9d0c60567765b
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Crash,Crash,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/tensorflow/tensorflow/commit/ce2f89c8bfdbef373c1b1ff9a1c6818f6bf462f8
Tensorflow,Race Condition,Concurrency Errors,,Others,Resource Consumption,Resource Consumption,,Others,Others,https://github.com/tensorflow/tensorflow/commit/9aad24f89ee9fbaa31f36087ec5fc527d7b728b6
Tensorflow,Race Condition,Concurrency Errors,,Others,Resource Consumption,Resource Consumption,,Others,Others,https://github.com/tensorflow/tensorflow/commit/727d6270f9d16b4f60ac35039abb161bd037812d
Tensorflow,Deadlock,Concurrency Errors,inconsistent parallelizing over both batch and inner matrix dimensions,Others,Resource Consumption,Resource Consumption,Disable parallelizing over both batch and inner matrix dimensions,Others,Others,https://github.com/tensorflow/tensorflow/commit/14ea6d5a6a78664071eff0f00593e8eff3b18b1d
Tensorflow,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/tensorflow/tensorflow/commit/3a38f48a32f1190520b3647d99752c1d805ffb42
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/639661f1a7ddb8c82898d0b4247bd1892f03c7ae
Tensorflow,Improper Check or Handling of Exceptional Conditions,Others,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/tensorflow/tensorflow/commit/00c865566f8e2bef09a2e738c6f72395aa68cfb0
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/eebcc861ac0e720bfccf728a98036cceaae60841
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/c1f69be22e151e2d051f41fccf436767eee4a26a
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/a55f2481ac4e657b73acd606dbc7f85545ef3b2f
Tensorflow,Race Condition,Concurrency Errors,API Misuse,API Errors,Resource Consumption,Resource Consumption,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/tensorflow/tensorflow/commit/3926a3aca125c42987adc602a5cb006d97b0261e
Tensorflow,Race Condition,Concurrency Errors,adding a hash to the _tfdbg_graph_* files,Others,Resource Consumption,Resource Consumption,adding a hash to the _tfdbg_graph_* files,Others,Others,https://github.com/tensorflow/tensorflow/commit/525b0f05839779e40d0ca9cc2967a3886b6a0f4d
Tensorflow,Deadlock,Concurrency Errors,Wrong Order of Execution,Business Logic Errors,Resource Consumption,Resource Consumption,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/tensorflow/tensorflow/commit/f5fcd1fdcf896f46aed03c7e61525b48b75d1acc
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/414470329b203158a7ac670e99d73e7d04dbd724
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Crash,Crash,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/tensorflow/tensorflow/commit/01967e30a4fa3003e917973dbfa04016c7f0b69a
Tensorflow,Race Condition,Concurrency Errors,Wrong Order of Execution,Business Logic Errors,Resource Consumption,Resource Consumption,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/tensorflow/tensorflow/commit/ef2f8891ad409e41f4f9b8e9cfd86b519adb6da6
Tensorflow,division by zero,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/tensorflow/tensorflow/commit/841d3dbf2be11fc34f1be3bbabe8443b98e60528
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/tensorflow/tensorflow/commit/36a706d97af7ad6317395e2a3cba5ab5f1cd49a7
Tensorflow,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Crash,Crash,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/tensorflow/tensorflow/commit/ca170f34d9174d6981850855190a398393aa921e
Tensorflow,Race Condition,Concurrency Errors,Improper Usage of Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Others,Others,Others,https://github.com/tensorflow/tensorflow/commit/73394f4c06c19265e44a65728c6cf25b0fab25f9
Tensorflow,Race Condition,Concurrency Errors,Improper Exception Handling,Business Logic Errors,Resource Consumption,Resource Consumption,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/tensorflow/tensorflow/commit/9560e4163c256fc828c2047c2435ae0ef32f44f9
Tensorflow,Memory Leak,Memory Errors,Others,Others,Resource Consumption,Resource Consumption,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/tensorflow/tensorflow/commit/1092bfd98c1533a8f04cdc4178d1dea15137599e
Tensorflow,Deadlock,Concurrency Errors,depending on variable initialization logic,Others,Resource Consumption,Resource Consumption,Move cluster initialization,Others,Others,https://github.com/tensorflow/tensorflow/commit/57151fe77addf768e0cf6555f0570c52a6356e89
Tensorflow,Race Condition,Concurrency Errors,Using Improper Data Type,Data Type Errors,Resource Consumption,Resource Consumption,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/tensorflow/tensorflow/commit/11951fbad22f3ccfa33d165a65d1dd2fd1b238ba
Tensorflow,Deadlock,Concurrency Errors,Improper Usage of Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Modify Locking Statement,Modify Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/26460c8cef9028ad592f350388782c6f58679ee1
Tensorflow,Deadlock,Concurrency Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Resource Consumption,Resource Consumption,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/tensorflow/tensorflow/commit/c84a2100085cc32b280d54f3d1bb7e3c9e29bacd
Tensorflow,Use After Free,Memory Errors,Improper Usage of Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Fix use-after-free bug when closing a MasterSession,Others,Others,https://github.com/tensorflow/tensorflow/commit/abd3190d329385776e92baaaaf605d3371010486
Tensorflow,Null Pointer Dereference,Memory Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/tensorflow/tensorflow/commit/a1f2e1ebe0b371714e164addd79e651b1786c5cd
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/f137144bd761bb33d542db4a26055270bc6ea577
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/e3209bd34e12238f6993f104ef55d2aef618fe1a
Tensorflow,Race Condition,Concurrency Errors,Improper Usage of Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,,Others,Others,https://github.com/tensorflow/tensorflow/commit/fd05b5ebc56316eb6ac9fcb74234979fee2fc5f9
Tensorflow,Out of Bound Read,Buffer Errors,Incorrect Function Return,Others,Crash,Crash,Modify Function Return Value,Modify Function Return Value,Others,https://github.com/tensorflow/tensorflow/commit/7231d01fcb2cd9ef9ffbfea03b724892c8a4026e
Tensorflow,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/tensorflow/tensorflow/commit/0f605abad3b30594416dc627860102e3382d6dea
Tensorflow,Deadlock,Concurrency Errors,Improper Usage of Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Modify Locking Statement,Modify Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/b3eb232e533c77ce537eab29e7f7732f1139ce9d
Tensorflow,Out of Bound Read,Buffer Errors,Improper String Manipulation,Others,Crash,Crash,Improve String Manipulation,Improve String Manipulation,Others,https://github.com/tensorflow/tensorflow/commit/6c6f5f144c8a780edbc9cc44d957b3cda363ee86
Tensorflow,Race Condition,Concurrency Errors,Improper Usage of Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Modify Locking Statement,Modify Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/8d5e12d957b63305fa6bd72e0bc3235821887c6a
Tensorflow,Race Condition,Concurrency Errors,Improper Usage of Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,update list of threads,Others,Others,https://github.com/tensorflow/tensorflow/commit/bdda9fab81e63a73716bdc7f490d54f31600bd28
Tensorflow,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/tensorflow/tensorflow/commit/e6e06b2fc89d41556d159d1181a558f8f5352b87
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/91d65f6e5971302081a9348c4188a5031c30b021
Tensorflow,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/tensorflow/tensorflow/commit/cc40cd3b0a8b83f5ee071b7ee32c17b56815a89c
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/95386342480482271b7515e0e89aac0fcce167e1
Tensorflow,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/7ea0c996910a24d6bdd3e080a151bdbc86685780
Tensorflow,Race Condition,Concurrency Errors,Improper Usage of Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Modify Locking Statement,Modify Locking Statement,Resolve Concurrency Error,https://github.com/tensorflow/tensorflow/commit/0a8ac4d0d977eb804099a65271572a8497af304e
Tensorflow,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/tensorflow/tensorflow/commit/7e572539f7b00d35dacfd5a11807fd302238f6a5
Tensorflow,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/tensorflow/tensorflow/commit/73d557cc88ee86834917088416e5ce8783d11798
PyTorch,Infinite Loop,Memory Errors,Building pytorch with BUILD_SHARED_LIBS=OFF flag,Others,Resource Consumption,Resource Consumption,`CAFFE2_USE_MSVC_STATIC_RUNTIME` defaults to ON when `BUILD_SHARED_LIBS=OFF`,Others,Others,https://github.com/PyTorch/PyTorch/commit/de3a48013a35bf6ebfba7fb4c5408339e57010cb
PyTorch,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/0fa551f0ab9ecd99456f2b718c3735a84f10f75a
PyTorch,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/b6b1c01adfdadf93a4a1d30c3661ff177412a876
PyTorch,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/PyTorch/PyTorch/commit/c010ef7f0c6d837809a7e973048afac76373e3de
PyTorch,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/42b4a7132e7c6f1df963b473d1583e4791fb1808
PyTorch,insufficient precision,Numeric Errors,Float Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Float Type Range,Adjust Float Type Range,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/92b7347fd72428e480a1b5c1c2b2648fdaf0aeec
PyTorch,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/d21e345ef0f306ffe15bcd733466b323b538b9b3
PyTorch,Use of Uninitialized Resource,Resource Errors,Others,Others,Crash,Crash,Others,Others,Others,https://github.com/PyTorch/PyTorch/commit/0cb86afd727398385b9b766987947cfa47359069
PyTorch,integer overflow,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/366c014a7799f0b7bbc258fd6c271dadb99d1de0
PyTorch,Use of Uninitialized Resource,Resource Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/a69a2628109a55f7f965bb79eca8967fce685a6a
PyTorch,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/02ae9a158334233064a795ca955ad465b3c374d7
PyTorch,Out of Bound Read,Buffer Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/86b1afa039f3fba83f082382b7c62b896fb98e09
PyTorch,Out of Bound Read,Buffer Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/55cdd31bd049ea5313be18239ac1b4ae53f6c0f9
PyTorch,insufficient precision,Numeric Errors,Float Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/PyTorch/PyTorch/commit/727e77a809c8eaf358834075131524fc82d3e59f
PyTorch,integer overflow,Numeric Errors,,Others,Unexpected Behavior,Unexpected Behavior,Others,Others,Others,https://github.com/PyTorch/PyTorch/commit/fe684679b06f7f2fe7a7e136ea5605c04254b652
PyTorch,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/7417b4c66f5b0901f206bf48b64de07384770724
PyTorch,division by zero,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/7773a45c0d2cba1cd53d7f50b00baa7ae95ec6e4
PyTorch,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/5267b17a96313adab6d2d4542f8030111dc7c2ba
PyTorch,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/5702a28b2612a104204dd31e800faaaa09bdd458
PyTorch,Null Pointer Dereference,Memory Errors,Using Improper Data Type,Data Type Errors,Segmentation Fault,Segmentation Fault,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/d627f2b174136b720dcc99380e2b98f535d1f169
PyTorch,Out of Bound Read,Buffer Errors,Invalid Memory Access,Memory Errors,Crash,Crash,defining new pointer,Others,Others,https://github.com/PyTorch/PyTorch/commit/e4a3c584d51662d4c14060fc8517464fe3c12142
PyTorch,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/PyTorch/PyTorch/commit/f41833957d28e91cf19685a2f13493e487c5bec9
PyTorch,Null Pointer Dereference,Memory Errors,Using Improper Data Type,Data Type Errors,Segmentation Fault,Segmentation Fault,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/1456515f1526560822ac5b2376af5d74e96a24fc
PyTorch,insufficient precision,Numeric Errors,Float Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Float Type Range,Adjust Float Type Range,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/63b1ae69831cd21bc4d6059a5854bc1155a152c9
PyTorch,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/7aec364bdf9ed7297b77e8445a6a6d4116265dde
PyTorch,Out of Bound Read,Buffer Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/006f1a32f85d2225558b1f8ce1b46bd51073f355
PyTorch,Infinite Loop,Memory Errors,,Others,Resource Consumption,Resource Consumption,make loop counts live for the duration of the loop,Others,Others,https://github.com/PyTorch/PyTorch/commit/76f952887835e3c14eeb3b56a993f2082cd9888d
PyTorch,buffer overflow,Buffer Errors,Lack of Overflow Checking,Data Type Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/PyTorch/PyTorch/commit/bede7d999523d02e636a8981c0dff233b67f1a62
PyTorch,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,object deconstruction,Others,Others,https://github.com/PyTorch/PyTorch/commit/8544591f5a312980c353e9ff2db8a357943a3db5
PyTorch,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/7487b2a18498d3697a2fc0f1728041fa88ffeb73
PyTorch,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Crash,Crash,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/PyTorch/PyTorch/commit/8269c4f3d30ad950a873d900f7de0880cdd38878
PyTorch,incorrect type conversion or Cast,Others,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/8291e06f8fb14a09e6c3b7a740a182250069242c
PyTorch,Use of Uninitialized Resource,Resource Errors,Integer Variable Range Issue,Data Type Errors,Segmentation Fault,Segmentation Fault,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/60339a38eded68eeef91f84734b4d665ddf4e080
PyTorch,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Crash,Crash,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/a64d0ffe81b250889a3e6670daa9c7d07d946e32
PyTorch,Use of Uninitialized Resource,Resource Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/63170431f975e6ec1d5f612b9cafafeefb45ac2a
PyTorch,Out of Bound Read,Buffer Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/PyTorch/PyTorch/commit/e133d8be3b9b2aeff3eb9314b2d6b4cb2ad96d34
PyTorch,integer overflow,Numeric Errors,API Misuse,API Errors,Unexpected Behavior,Unexpected Behavior,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/PyTorch/PyTorch/commit/ddff014b79303e5239d5cb876ba97143cad6405a
PyTorch,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Segmentation Fault,Segmentation Fault,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/PyTorch/PyTorch/commit/331e09eca44031ed11b13f1813b84f53d879727f
PyTorch,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/136bb07a93b779acbc84ff341bc397551a8cfcc2
PyTorch,Improper Check or Handling of Exceptional Conditions,Others,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/882b2abb804b8993eb089486ce536a5dc03dd8f0
PyTorch,Infinite Loop,Memory Errors,Improper Exception Handling,Business Logic Errors,Resource Consumption,Resource Consumption,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/efd933dd012c1d46c7c99fb38bc7db261dbf767e
PyTorch,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/ec8e75ea92ae2b5ea73b4aeb3ec7cb39e9f95db9
PyTorch,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/PyTorch/PyTorch/commit/c845984271a551ac1c61b9eb06a17fb57aafbd7e
PyTorch,Deadlock,Concurrency Errors,Improper Usage of Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Remove Locking Statement,Remove Locking Statement,Resolve Concurrency Error,https://github.com/PyTorch/PyTorch/commit/99dea08e60f07ba3117b810e37f370d0e87dee4e
PyTorch,Incorrect Control Flow Implementation,Others,Missing Locking Statement,Concurrency Errors,Segmentation Fault,Segmentation Fault,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/PyTorch/PyTorch/commit/c9f41e9bc0c8296daede62ee936b9b7e32a8b658
PyTorch,Memory Leak,Memory Errors,Third Party Library Issue,API Errors,Resource Consumption,Resource Consumption,Update Third Party Library,Update Third Party Library,Resolve API Errors,https://github.com/PyTorch/PyTorch/commit/cbf572671d4c46fa7bd5cd0f8a01ca40f623d6c6
PyTorch,Infinite Loop,Memory Errors,typo,Others,Resource Consumption,Resource Consumption,fix typo,Others,Others,https://github.com/PyTorch/PyTorch/commit/94c61d4f328b1266649a73d8c65ce978d1a3b168
PyTorch,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Segmentation Fault,Segmentation Fault,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/74828be4a7d0d2dba3f0ec3f6e79265cdfae5329
PyTorch,insufficient precision,Numeric Errors,Others,Others,Unexpected Behavior,Unexpected Behavior,Others,Others,Others,https://github.com/PyTorch/PyTorch/commit/071971476d7431a24e527bdc181981678055a95d
PyTorch,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/f5ea52868777b63283200c2261e85001999913f5
PyTorch,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/3badea6eb3b835814990291368b03fe63cf29e00
PyTorch,division by zero,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/da3cc6e7ee304fe7c597304059aa8336c3d94b76
PyTorch,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/d4712ee218cd6af3c2096ca7a76fef350173b703
PyTorch,Infinite Loop,Memory Errors,Using Wrong API,API Errors,Resource Consumption,Resource Consumption,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/PyTorch/PyTorch/commit/9d2955c39c1266e5071119b52d28c458393228a6
PyTorch,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/c784f847debc6f6a30b41da6853517b2ccd3ddf0
PyTorch,Double Free,Others,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/e4bb56570c7d6c7e17a85cbface4828c62a33564
PyTorch,insufficient precision,Numeric Errors,Float Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Float Type Range,Adjust Float Type Range,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/76c1b5cd794c44e4fec8da1d87ec8f0ccc045e68
PyTorch,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/PyTorch/PyTorch/commit/50c0aedbec4ee8fccde762c0b46791453267f1ce
PyTorch,Double Free,Others,Using Improper Data Type,Data Type Errors,Others,modification of unexpected memory locations,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/7035975508ed053b5f1ac08b96ac6d6b2bbb954e
PyTorch,Null Pointer Dereference,Memory Errors,Using Wrong API,API Errors,Segmentation Fault,Segmentation Fault,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/PyTorch/PyTorch/commit/ac9bb8ecefa0233103ebf94813284860a84ea81f
PyTorch,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/PyTorch/PyTorch/commit/807de9a1e3cff49dd23fb7df83aea38269ccdd23
PyTorch,insufficient precision,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/807de9a1e3cff49dd23fb7df83aea38269ccdd23
PyTorch,Use of Uninitialized Resource,Resource Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/26e40fa665a23e18a4f0b438e10b42202e004bae
PyTorch,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/1597fc594d36a18d1d4aee16d09ea49ae7065610
PyTorch,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/4d287f90743e09d1fdc6e2b3519b16c2d1ae3fa3
PyTorch,Bad Coding Practice,Others,Invalid Memory Access,Memory Errors,Crash,Segmentation Fault,Others,Others,Others,https://github.com/PyTorch/PyTorch/commit/922adf8d09524db8697aac657a4707076155b7c0
PyTorch,division by zero,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/3521cd54af0ce341753ee744a859dfaa3ded4a4b
PyTorch,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Crash,Crash,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/932c4c2364884af52609ea8a86c7232a926d958f
PyTorch,integer overflow,Numeric Errors,lack of checking data type sign,Others,Unexpected Behavior,Unexpected Behavior,,Others,Others,https://github.com/PyTorch/PyTorch/commit/08b1324ec26043b1acfaf4b65335c671c8658a3c
PyTorch,buffer overflow,Buffer Errors,Wrong Order of Execution,Business Logic Errors,Crash,Crash,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/PyTorch/PyTorch/commit/f51e28440869700787748f7c1542214224bcc5c9
PyTorch,Null Pointer Dereference,Memory Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/PyTorch/PyTorch/commit/daf2743bbb799f71287978f4b4c48b285d7757a6
PyTorch,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/PyTorch/PyTorch/commit/f7a459b28b184dedf265ed8718f85cb483e8284e
PyTorch,Out of Bound Read,Buffer Errors,Malicious Parameters,API Errors,Crash,Crash,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/pytorch/pytorch/commit/96007ec6c00b5248d47eae8ce781481e1e32ab70
PyTorch,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/pytorch/pytorch/commit/6fde0cb507d59d2a9168f3051feba6865e9d1048
PyTorch,Improper Check or Handling of Exceptional Conditions,Others,Lack of Overflow Checking,Data Type Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/pytorch/pytorch/commit/30bbeb8b87ef815d8a7ce8ab8af9a301fcedfbe9
Sickit-Learn,integer overflow,Numeric Errors,Incorrect Index Calculation,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/d5215a15354b3d768404f199ab8f67c6f5d686e5
Sickit-Learn,integer underflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/cef0282ec12cee2271ee65e44142b747df75dc83
Sickit-Learn,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/scikit-learn/scikit-learn/commit/07bc459be26c7d83d5c980553a853b136ca19c71
Sickit-Learn,division by zero,Numeric Errors,Using Wrong API,API Errors,Crash,Crash,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/scikit-learn/scikit-learn/commit/b84afe541c679b0cb57b3b1f7f438400392d11ee
Sickit-Learn,division by zero,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/b7b510f9dbc87500e79301873852c6247c440a3e
Sickit-Learn,Race Condition,Concurrency Errors,Malicious Parameters,API Errors,Resource Consumption,Resource Consumption,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/scikit-learn/scikit-learn/commit/8d3b4241120a1290c0477e77beb7d2fff454462e
Sickit-Learn,insufficient precision,Numeric Errors,Float Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Float Type Range,Adjust Float Type Range,Resolve Data Type Errors,https://github.com/scikit-learn/scikit-learn/commit/e9c6fcaa17b983858400465fd39a2616c980c3db
Sickit-Learn,integer overflow,Numeric Errors,Malicious Parameters,API Errors,Unexpected Behavior,Unexpected Behavior,Others,Others,Others,https://github.com/scikit-learn/scikit-learn/commit/1bb0306a1309f9a57d8c652dec731a95cbd0052b
Sickit-Learn,Memory Leak,Memory Errors,Improper Exception Handling,Business Logic Errors,Resource Consumption,Resource Consumption,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/c822bae2274eb45088675e53c3df98ceb64e42a8
Sickit-Learn,Incorrect Calculation,Others,Incorrect Index Calculation,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/31f606ae8431df0a7c1d9fdb3e8b8f8698385642
Sickit-Learn,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Crash,Crash,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scikit-learn/scikit-learn/commit/1523f395e952dd79d2427d8230056ed0cf47f7a3
Sickit-Learn,division by zero,Numeric Errors,Others,Others,Crash,Crash,Others,Others,Others,https://github.com/scikit-learn/scikit-learn/commit/50d3fe963c3d2823b2ba2a534b8a50dba620fc5e
Sickit-Learn,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/scikit-learn/scikit-learn/commit/e424ab17bb73472a829faca3dfdc599a9d6df56b
Sickit-Learn,division by zero,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/6c56316e73949f23f84db6ebe52230f87f977e4d
Sickit-Learn,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scikit-learn/scikit-learn/commit/8632775c23a306661cf043bebd9ea4852edecada
Sickit-Learn,division by zero,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/93a1b77a5b4f4b0678fbc113a8f140acf1c7703a
Sickit-Learn,insufficient precision,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/scikit-learn/scikit-learn/commit/1f5bcaeb39698c9a150ef92cdeaeec75c355a274
Sickit-Learn,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/scikit-learn/scikit-learn/commit/60cf1d62d2c0c1bf8ad321c7c098f6494abf4597
Sickit-Learn,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Function Return Value,Modify Function Return Value,Others,https://github.com/scikit-learn/scikit-learn/commit/622f912095308733ddfe572a619b1574b9da335e
Sickit-Learn,integer underflow,Numeric Errors,Incorrect Index Calculation,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/2160ea0a74bf259012c5b5d47502e3a3267b2844
Sickit-Learn,integer overflow,Numeric Errors,API Misuse,API Errors,Unexpected Behavior,Unexpected Behavior,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/scikit-learn/scikit-learn/commit/4c61e8b2237a5877b47b22cbb5037430c5635e74
Sickit-Learn,Out of Bound Read,Buffer Errors,Incorrect Index Calculation,Business Logic Errors,Crash,Crash,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/055d17b30953daa7e2ed3819786828ce9da36bfd
Sickit-Learn,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/scikit-learn/scikit-learn/commit/e2f99b04270d132d0a485fdb43406e46a95bb2ee
Sickit-Learn,insufficient precision,Numeric Errors,API Misuse,API Errors,Unexpected Behavior,Unexpected Behavior,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/scikit-learn/scikit-learn/commit/6252f99c16a5d5d84573391e1b488baf51554117
Sickit-Learn,insufficient precision,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/scikit-learn/scikit-learn/commit/919b4a8fbdf0e313fb702bd083abb31d67f7d8f9
Sickit-Learn,Memory Leak,Memory Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/scikit-learn/scikit-learn/commit/4907029b1ddff16b111c501ad010d5207e0bd177
Sickit-Learn,integer overflow,Numeric Errors,API Misuse,API Errors,Unexpected Behavior,Unexpected Behavior,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/scikit-learn/scikit-learn/commit/928f72447eedbc16b927f40a87a67cac03fd4974
Sickit-Learn,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scikit-learn/scikit-learn/commit/b35345ce39b1c4485bbecb6b83af1a9f7b2d766b
Sickit-Learn,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scikit-learn/scikit-learn/commit/56d9c758247feb1204840f5a3a5cf23d3636bbbb
Sickit-Learn,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scikit-learn/scikit-learn/commit/80bb29b6292541273ac8245bd33ad2f04d9cdce3
Sickit-Learn,Incorrect Calculation,Others,Using Wrong API,API Errors,Unexpected Behavior,Unexpected Behavior,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/scikit-learn/scikit-learn/commit/a47c3b9a0764183f8803794de117742125fb79d2
Sickit-Learn,division by zero,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/c4687fd51209c31a32a041f73d3f92449750a982
Sickit-Learn,Infinite Loop,Memory Errors,Wrong Order of Execution,Business Logic Errors,Resource Consumption,Resource Consumption,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/4cc0235ec1ee654ea85cf465d280d33bcb1db20c
Sickit-Learn,Infinite Loop,Memory Errors,Wrong Order of Execution,Business Logic Errors,Resource Consumption,Resource Consumption,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/2415100f79293bbbf52c12c36d63a6cf602cf3c4
Sickit-Learn,integer underflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/86392dbc6d7f87cdbd9dac4918f5d5eda0fd5377
Sickit-Learn,division by zero,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scikit-learn/scikit-learn/commit/ef0bbfbe8d4ac9550528a7ec1068499e9c782ef0
Sickit-Learn,Function Return Value Issue,Others,Using Wrong API,API Errors,Crash,Crash,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/scikit-learn/scikit-learn/commit/247ad473610ba61c43587bf43b9ee9f0ecb0fcbf
Pandas,out of bound write,Buffer Errors,OOB Nanosecond for Timestamp,Data Type Errors,Crash,Crash,Modify Function Return Value,Modify Function Return Value,Others,https://github.com/pandas-dev/pandas/commit/a4c5d7823ff16870accacb05bcdf1ed3042c4664
Pandas,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/db6e71bf4d36edf38072714059cac8af5086de57
Pandas,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/b7618487d8710f2389f599317f7a54ca15f4ef6c
Pandas,integer overflow,Numeric Errors,OOB Nanosecond for Timestamp,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/ac2fd4e54f69a999c1249815dc31f0b02ba87139
Pandas,integer overflow,Numeric Errors,OOB Nanosecond for Timestamp,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/8cf377199b1c94493666055c21012fd2f5fa86de
Pandas,insufficient precision,Numeric Errors,Others,Others,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/b438f747d436f7f25ba3e2e04ecf5d70c4121ab4
Pandas,out of bound write,Buffer Errors,OOB Nanosecond for Timestamp,Data Type Errors,Crash,Crash,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/91abd0ababfca8b229e4b5ba64a26811c3da384a
Pandas,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/pandas-dev/pandas/commit/22374c3b50f3a1691e5867ab9a950f44826a1bb7
Pandas,File Descriptor Leak,Others,lack of closing filer handler,Others,Others,Unauthorized I/O Operations,Close File Handler,Close File Handler,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/ed23eb894d2ce1c4e1ae2f530cb0394db0c4d8bc
Pandas,stack overflow,Buffer Errors,Incorrect Index Calculation,Business Logic Errors,Segmentation Fault,Segmentation Fault,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/1922ec414d50f88fb1db7d219159222f4dc89674
Pandas,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/5aadb12e409507b78eb372a43a3e37d81460b149
Pandas,Use of Uninitialized Resource,Resource Errors,Using Improper Data Type,Data Type Errors,Segmentation Fault,Segmentation Fault,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/d88b90d9e74af5570fe82d05ad76faf60c8dc04d
Pandas,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/pandas-dev/pandas/commit/5b18d3c47695a5e677efdcc65e5eae807bd250a6
Pandas,Null Pointer Dereference,Memory Errors,Incorrect Index Calculation,Business Logic Errors,Segmentation Fault,Segmentation Fault,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/95cd98b41b925ecca27c350b860fd311f28c1b82
Pandas,File Descriptor Leak,Others,lack of closing filer handler,Others,Others,Unauthorized I/O Operations,Close File Handler,Close File Handler,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/2e114ce0f6aa26c8c6ca3257f975f47bde69649b
Pandas,integer overflow,Numeric Errors,OOB Nanosecond for Timestamp,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/650cf74325bcbd08d0d41d439ae26ba682789f9f
Pandas,integer overflow,Numeric Errors,Using Wrong API,API Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/9aaaf1b92aafb1f8d7c7cafa2ad87d84cd38ba24
Pandas,integer overflow,Numeric Errors,OOB Nanosecond for Timestamp,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/3a858a3bd2e3b4d74103ca3ebe3a6c5e6629cd92
Pandas,Improper Input Validation,Others,Using Improper Data Type,Data Type Errors,Segmentation Fault,Segmentation Fault,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/e745be04791b13c79199a9ae0f864c73cd793aee
Pandas,division by zero,Numeric Errors,Incorrect Function Return,Others,Crash,Crash,Modify Function Return Value,Modify Function Return Value,Others,https://github.com/pandas-dev/pandas/commit/8841969eea43fa34c84c9cdc2d7f286fcc5e76e5
Pandas,File Descriptor Leak,Others,lack of closing file handler,Others,Others,Unauthorized I/O Operations,Close File Handler,Close File Handler,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/383c14aa2dcddd08d3075f3b6e76e8d5d72ca9e3
Pandas,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,check NA,Others,Others,https://github.com/pandas-dev/pandas/commit/d0fe636b7357bf16d17e33dc1dd09ad25fd63a16
Pandas,Out of Bound Read,Buffer Errors,Malicious Parameters,API Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/9fd432beaaae56061fdc7282b13c034a8ef12a07
Pandas,integer overflow,Numeric Errors,Using Wrong API,API Errors,Unexpected Behavior,Unexpected Behavior,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/pandas-dev/pandas/commit/c275dbfcee0fa9644fa2718ad76fd91ca056069b
Pandas,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/388d22c3d1e6804dbc1390e41db1d7277b1d8c66
Pandas,Function Return Value Issue,Others,Incorrect Index Calculation,Business Logic Errors,Segmentation Fault,Segmentation Fault,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/9c5165e26260483ae64300c4d98939bf575aab7e
Pandas,Improper Input Validation,Others,Using Wrong API,API Errors,Segmentation Fault,Segmentation Fault,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/pandas-dev/pandas/commit/9f04bb85acdfc6f8ab1b1640afadb76bafa5bc5c
Pandas,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/pandas-dev/pandas/commit/ecbb0efaaaedd5b3a2937eb52af761a8402c67c4
Pandas,Memory Leak,Memory Errors,API Misuse,API Errors,Resource Consumption,Resource Consumption,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/pandas-dev/pandas/commit/00c119c50728bee88a5e5d1538cf3a405e36997c
Pandas,Out of Bound Read,Buffer Errors,Malicious Parameters,API Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/025b5dcbcf27f8b3b74a415acc1a17bb50bcebae
Pandas,Out of Bound Read,Buffer Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/ce4720575f65df38e59472d7f4d8543ffe7a0c13
Pandas,Improper Input Validation,Others,API Misuse,API Errors,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/8de2a927387ac650eaa3190441fe1adc72bd3fd1
Pandas,integer overflow,Numeric Errors,Others,Others,Unexpected Behavior,Unexpected Behavior,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/1cd077a3077352d63c1226d554db1e46cb9d2c1a
Pandas,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/pandas-dev/pandas/commit/3d6d8731d10248fd3a7dca4a7868788a8b2fccee
Pandas,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/pandas-dev/pandas/commit/a9ddafea8799f16a9eb80b87b63bff0642de537d
Pandas,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/79f7762c622c61e0dbf32575403206bcc9c402ab
Pandas,integer overflow,Numeric Errors,Adding or Subtracting Time Delta Objects With Each Other,Others,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/pandas-dev/pandas/commit/8c128a3660b9642840cf8372ebfb9256ad712bed
Pandas,Infinite Loop,Memory Errors,OOB Nanosecond for Timestamp,Data Type Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/57c7daa3251e8fed3f3f709ab5bc8e707db99e98
Pandas,Improper Input Validation,Others,Malicious Parameters,API Errors,Segmentation Fault,Segmentation Fault,,Others,Others,https://github.com/pandas-dev/pandas/commit/0a0b2b9fc56eb0753b6d07a55d497b970c8ccfe0
Pandas,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/pandas-dev/pandas/commit/27ebb3e1e40513ad5f8919a5bbc7298e2e070a39
Pandas,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/defdb34bafa3900069d399ce597c0abbd4a2b0cc
Pandas,out of bound write,Buffer Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/pandas-dev/pandas/commit/c0e75a59b8fd2870c55b8e15565d1f5f8be9ec00
Pandas,integer overflow,Numeric Errors,Malicious Parameters,API Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/ee2e6de7c236d2a098e7ad92a4c6a998f50472f9
Pandas,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/6b6cfb84ed37c94cbae54e89437c14fe84cbdc4f
Pandas,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/8388a47b7b09d345f463fe5fe91f32e87f7bb550
Pandas,Incorrect Conversion between Numeric Types,Others,Wrong Order of Execution,Business Logic Errors,Segmentation Fault,Segmentation Fault,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/5959ee3e133723136d4862864988a63ef3cc2a2f
Pandas,Out of Bound Read,Buffer Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/446d5b4bc13636cb4d569aeb5669421e9ee862ec
Pandas,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/76d17449f868e25b68bd636906b8f70c683761af
Pandas,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/8d7d3fb545b4273cf9d1a61bf7ea3bfdde8a1199
Pandas,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/pandas-dev/pandas/commit/81aa70c2a598f9c12d8cb56a4d758b7f213770fe
Pandas,Memory Leak,Memory Errors,Others,Others,Resource Consumption,Resource Consumption,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/b17e28638995bbfc32bc3dd7c53cd8a343191e58
Pandas,integer overflow,Numeric Errors,Incorrect Index Calculation,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/7ee73ffcfd1cdf896a53589eebf74557210ab26c
Pandas,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/pandas-dev/pandas/commit/7d04391dd3240c2d7cc80d638a39ad06b1ab679a
Pandas,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/48fc9d613323ada9702a7d5c78c23eb0e8cae8a8
Pandas,Use of Uninitialized Resource,Resource Errors,Others,Others,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/681e6a9b07271a0955e6780e476ab2d7101e549c
Pandas,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/pandas-dev/pandas/commit/78920775b0c0e5ed3db07a44e5fe2ae878adf4ef
Pandas,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/b35c68996d4dfcd565dfbd7e27b53b392efe14cf
Pandas,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/pandas-dev/pandas/commit/bdbebc4f3be9c14ad7ff03796eb36d415b397a52
Pandas,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/51f725f7e817df964387b3b68bdf01a07e9fb8cc
Pandas,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/pandas-dev/pandas/commit/83a380c95f89542a74b37f3cbd116f0e368c0d12
Pandas,Null Pointer Dereference,Memory Errors,Using Improper Data Type,Data Type Errors,Segmentation Fault,Segmentation Fault,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/ee6c0cdbca17fb4a852fc8099e79c49faa662687
Pandas,buffer overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Crash,Crash,control grow of buffer size,Others,Others,https://github.com/pandas-dev/pandas/commit/c69037cbac355ecd474167e52ebeac898ffd828b
Pandas,Null Pointer Dereference,Memory Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/a06816eb193762d58ffecadec2b08607cb955397
Pandas,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/ba0704f336c733f89ac8fa23c8700bd22ae620d4
Pandas,Use of Uninitialized Resource,Resource Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/pandas-dev/pandas/commit/25fc49d975d74c5cb969089dcb3efeda15c3262f
Pandas,insufficient precision,Numeric Errors,Using Improper Data Type,Data Type Errors,Crash,Crash,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/ed000e98f71119c4a8e9c9b35b638a6d070970e3
Pandas,Null Pointer Dereference,Memory Errors,Malicious Parameters,API Errors,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/3a44ba48a03964d626511782de21d2e187818127
Pandas,buffer overflow,Buffer Errors,Malicious Parameters,API Errors,Crash,Crash,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/pandas-dev/pandas/commit/c6c9c0bfc10e24bdd0e4d32f7a8faf7fbc2294b2
Pandas,division by zero,Numeric Errors,Malicious Parameters,API Errors,Crash,Crash,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/f761e3d351ee02c74f62b22c31dff5daef23e4d2
Pandas,stack overflow,Buffer Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/b69c1a26899b38adff8390236ee83ba36af0374e
Pandas,Out of Bound Read,Buffer Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/b94186d4c58ee055656a84f55618be537db0095a
Pandas,insufficient precision,Numeric Errors,Float Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Float Type Range,Adjust Float Type Range,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/fe555db3f178b57f1d15c6c30f7bea0ca452db68
Pandas,Behavioral Change in New Version or Environmen,Others,Third Party Library Issue,API Errors,Segmentation Fault,Segmentation Fault,Update Third Party Library,Update Third Party Library,Resolve API Errors,https://github.com/pandas-dev/pandas/commit/f8bd08e9c2fc6365980f41b846bbae4b40f08b83
Pandas,integer underflow,Numeric Errors,Others,Others,Unexpected Behavior,Unexpected Behavior,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/65362aa4f06f01efdc20ca487c1c3c1f090613ee
Pandas,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/pandas-dev/pandas/commit/977b384cc7cb0ee0d403730ca4b34e32b388ac0c
Pandas,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/ce56542d1226adf8b3439c51f0c34b49dd53bb28
Pandas,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Unexpected Behavior,Unexpected Behavior,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/1296ab39d32acaf2c77ed0c185fafe4ebcfedcb3
Pandas,Double Free,Others,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/pandas-dev/pandas/commit/f32b44fed1c2cf815f0c39eb9cb1508cef5ca542
Pandas,Infinite Loop,Memory Errors,OOB Nanosecond for Timestamp,Data Type Errors,Resource Consumption,Resource Consumption,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/160e7f281acb8576900c68a30c0bb7bd4a56b912
Pandas,Infinite Loop,Memory Errors,OOB Nanosecond for Timestamp,Data Type Errors,Resource Consumption,Resource Consumption,Others,Others,Others,https://github.com/pandas-dev/pandas/commit/5866b2c1f803d5974632beb9f9d3a7833db17d19
Pandas,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/pandas-dev/pandas/commit/1da4a6d98b0f679b639af388c9a25222887c68d4
Pandas,Improper Input Validation,Others,API Misuse,API Errors,Segmentation Fault,Segmentation Fault,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/pandas-dev/pandas/commit/07ea11caac8a68aa36aa6d8bd06a115e2628eef9
Pandas,Improper Input Validation,Others,API Misuse,API Errors,Segmentation Fault,Segmentation Fault,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/pandas-dev/pandas/commit/a8b99baa470d70d35fb7007c65eca058561b1852
Pandas,division by zero,Numeric Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/pandas-dev/pandas/commit/3afd6c76ead9020eb2cd84c6f532f774ce3d4e84
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/ec6b1aef8d81a06385f9602688c500009f71b41c
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/0ed58f8b3eabb82f82176f58a311d7e3a0d4da32
Numpy,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/numpy/numpy/commit/10d15ea888880e9b0d22fd7e36f96fff18255e55
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/b63e25648f2d7d0c2d56851352740620848da3ae
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/bdb5cc7b54d19f1f79eba1680a59f6852c6e3614
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/4b971415cd44ab42f4853c3cd5639ff14a9c329d
Numpy,Infinite Loop,Memory Errors,miss modifier,Others,Resource Consumption,Resource Consumption,change modifier,Others,Others,https://github.com/numpy/numpy/commit/e69faef03428b82f5651a5fb521610ddea2bd22a
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/40ea4aadb82be7aea3e0d28221288d11a9bf7cb8
Numpy,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/numpy/numpy/commit/6e9b746833f23c15741d741c339eaaaece639ce0
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/2b18f72ad0784abdbc2eb302eb84511f62042a9b
Numpy,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/numpy/numpy/commit/be09bb6ba4d27fbd1f667d34bb2f11cccb446d65
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/548b8c72d66bb279d7c6dea9c2ff67e7ec21c7da
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/bfc3d87e1d85913918c39db7c1afd177578bc3ab
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/ced57c47b24b1b2ff275fef2b633a2b227a7a5cd
Numpy,Out of Bound Read,Buffer Errors,Wrong Order of Execution,Business Logic Errors,Crash,Crash,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/numpy/numpy/commit/04ab04d93d4d7a4d241fe0ceb725436a8b6c8c2e
Numpy,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Crash,Crash,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/numpy/numpy/commit/4619081d1faca58dd3e25db76164c1c7ad928a0f
Numpy,insufficient precision,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/numpy/numpy/commit/36cc9be1b66bbcd291652095bed4f75887eb84e8
Numpy,insufficient precision,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/numpy/numpy/commit/519ab995e59b33b68ec28ac0c635158f3acc5447
Numpy,buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/ae317fd9ff3e79c0eac357d723bfc29cbd625f2e
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/d908afddfad9508f837aadc6b8c29dd0c94694a1
Numpy,Infinite Loop,Memory Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/numpy/numpy/commit/7a4098825a301be93f6e13e69cf12add9a940cd4
Numpy,Memory Leak,Memory Errors,miss modifier,Others,Resource Consumption,Resource Consumption,change modifier,Others,Others,https://github.com/numpy/numpy/commit/d2a608224de02dff0c62cc2eeab3882a5402cb91
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/2ccc7942f072b7fdbe54f148cdcb6a7d79388a89
Numpy,Use of Uninitialized Resource,Resource Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/numpy/numpy/commit/d23d968fef1464407bcb1b28147dcfff133bced4
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/0eb9f54e5e466c8d7a76ae116712b368d045c7e0
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/e9070852051515395e0ae9bbe66f929111d59c41
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/fe16f90d637e6b1e4f7835f286bb4ae40f76e753
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/509b5ae4a7bb3c99324fd302ead1bbf4b130c741
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/c946dbaed8737af68fee8de44cbde7169a8ec75c
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/a82260f332138c7d703e7de21e8907f34fb48e6e
Numpy,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,checking pointer bound,Others,Others,https://github.com/numpy/numpy/commit/d6ecc97f55fd7ce3a5f3d4709938e7cc066900b8
Numpy,File Descriptor Leak,Others,Improper Exception Handling,Business Logic Errors,Others,Bypass Protection Mechanism,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/numpy/numpy/commit/a74789081fd9753c5e5637c404523b8f47b55dcc
Numpy,Memory Leak,Memory Errors,API Misuse,API Errors,Resource Consumption,Resource Consumption,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/numpy/numpy/commit/84626f2cdf1e14fcd5acfad5169afbe6830a0bed
Numpy,File Descriptor Leak,Others,Using Wrong API,API Errors,Others,Bypass Protection Mechanism,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/78080362911a36a2f4eff99a41b42dfb4c18c39c
Numpy,stack overflow,Buffer Errors,Improper Exception Handling,Business Logic Errors,Crash,Crash,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/numpy/numpy/commit/bb76bff17f86e468ca9fbc5071d95782dc932c10
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/e6b8b19ee832ae89289721301a4f5afcd454ec4f
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/565fe77f9ed8ed5720b42ddc3dc30947a1f3e9ae
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/0e4a4d4026e9fba72c5e063c59f243a755d8979a
Numpy,Use After Free,Memory Errors,others,Others,Crash,Bypass Protection Mechanism,Others,Others,Others,https://github.com/numpy/numpy/commit/b3544a1e1339834af30bc1f6fd9c8f1313b6a96c
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/002fa2f4e77caee20e507ef151e30a77fd2099a5
Numpy,Memory Leak,Memory Errors,Wrong Order of Execution,Business Logic Errors,Resource Consumption,Resource Consumption,Modify Order of Execution,Modify Order of Execution,Modify Business Logic,https://github.com/numpy/numpy/commit/cb98ad400c701f189d4e4043ee2cb44857733df4
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/e4894aef5c93c845081388818a2eb4264c5e1d72
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/ba5205c1b8a7bebdf37535c701ffcd8bd79362bb
Numpy,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/numpy/numpy/commit/66c756ce333dc40120d4dd77b14517c6819cd410
Numpy,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/numpy/numpy/commit/bec92c201c708e13265b935318ca0f585264a92e
Numpy,Use After Free,Memory Errors,Malicious Parameters,API Errors,Crash,Bypass Protection Mechanism,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/numpy/numpy/commit/0927f7bda1396007b8168192a1d181b0a34af89d
Numpy,integer overflow,Numeric Errors,Malicious Parameters,API Errors,Unexpected Behavior,Unexpected Behavior,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/4da9256cd8e0cfc82d27530526857bc70a6c2309
Numpy,Improper Input Validation,Others,API Misuse,API Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/numpy/numpy/commit/965ea2ff417bcb285beca5c36cd02a8790a3d8f6
Numpy,Memory Leak,Memory Errors,Invalid Memory Access,Memory Errors,Resource Consumption,Resource Consumption,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/numpy/numpy/commit/98bdde643af6443d68a8c6233807b75bd3f0ed80
Numpy,Memory Leak,Memory Errors,Using Wrong API,API Errors,Resource Consumption,Resource Consumption,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/4ada0641ed1a50a2473f8061f4808b4b0d68eff5
Numpy,Behavioral Change in New Version or Environmen,Others,Third Party Library Issue,API Errors,Segmentation Fault,Segmentation Fault,Update Third Party Library,Update Third Party Library,Resolve API Errors,https://github.com/numpy/numpy/commit/bb257bd058997c903c454f17402f553664159c82
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/deea4983aedfa96905bbaee64e3d1de84144303f
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/ad84b69bda8eb5e2998370148b9e830d40099d5c
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/0570cff60c79b72f74db179f1871a3fd5badb45a
Numpy,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/numpy/numpy/commit/bc3c7176987a5017126abbc861458fe53cd099fc
Numpy,Use After Free,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/9776a73cee9eaaff6af40e971fa2bb7f8f1086c5
Numpy,Use After Free,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/5a967c9d61f7c2ecce4e215065731a7ab2832574
Numpy,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/numpy/numpy/commit/e4edcb7418cd1344e2446b75891c15111db250f1
Numpy,File Descriptor Leak,Others,Improper Exception Handling,Business Logic Errors,Resource Consumption,Resource Consumption,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/numpy/numpy/commit/bd9f33fc3201e15b86b3e4333d65f1a085d1f012
Numpy,division by zero,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/5c0c3ebb3fb4b861ed624117a8524f8f296c9c91
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/1b144ad9d45647960c009ff4fe4e1b18958ff997
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/529e552be4b20c1545051ac6a192d61350e7c2e1
Numpy,Null Pointer Dereference,Memory Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/numpy/numpy/commit/9a39877b9f9761051a8f86a9cfff392660fa7189
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/c1f593265650a19547bfc5cbc0b43830f9276e5f
Numpy,Memory Leak,Memory Errors,Using Improper Data Type,Data Type Errors,Resource Consumption,Resource Consumption,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/numpy/numpy/commit/4754eb8587ddc342be48ff966d3504dc19c76a52
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/78ac0ed8c6b8e4006c62d6bc68e41cdd438fe4e5
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/9b2ca4c16b25d8c11e7ae2ec526e8c42fedda68e
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/f49c0169f5a62d4bfa62c791e2a4e2b78ddf7517
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/530ac095504b903d7f87ff635e81935c7c6ee180
Numpy,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/numpy/numpy/commit/7c5a3f4f9135af6ebe33dcd3242ef3e6db115cd6
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/e759594d126ccfa16b871e1d484b52e36bffd001
Numpy,Double Free,Others,Improper Memory Management,Memory Errors,Segmentation Fault,Segmentation Fault,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/a56c4e6251d6e607759788727ede2fe2f10a417b
Numpy,Double Free,Others,Improper Memory Management,Memory Errors,Segmentation Fault,Segmentation Fault,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/eda0b3a475ef7bb5c1976e56184cc4810fa5024c
Numpy,Use of Uninitialized Resource,Resource Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/3bb11d6f1758e4d3d6ca812749cc5145f82713b3
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/5b8b1349ed194516b5e1804b63ff4266bca286ab
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/644c78809ff5b53b0fcdbb35e5823fc6e01d24ac
Numpy,insufficient precision,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/numpy/numpy/commit/abeb96d183b4e7a058066f47be3a4a599d935c3c
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/9939691b86be9eb144622afc6b2796b659ce38bc
Numpy,insufficient precision,Numeric Errors,API Misuse,API Errors,Unexpected Behavior,Unexpected Behavior,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/numpy/numpy/commit/2cf2db309dcbce5a99102d568f50e734633e2eb8
Numpy,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Crash,Crash,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/numpy/numpy/commit/a670fa652bf582a5454249ee0104249410714168
Numpy,Memory Leak,Memory Errors,Invalid Memory Access,Memory Errors,Resource Consumption,Resource Consumption,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/numpy/numpy/commit/47cbd4063044f6a3da90e46084a63235d6d1c4df
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/06b972f05072a9390808bf2c895427ce8a46bb42
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/1cb7ffdef69980460c00a60636abbf6b4c470b75
Numpy,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/1bef8624bbaa4753ffd3c5bf73fadc5b5f2f6de8
Numpy,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/2f366f11466bcac98e2a8c527bc68f20f5d416ff
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/984bc91367f9b525eadef14c48c759999bc4adfc
Numpy,insufficient precision,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/numpy/numpy/commit/b97f9b0cd6b08e2174fbde6329d16099856e5947
Numpy,insufficient precision,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/numpy/numpy/commit/e66780ca1066e36129d7570c294ce8a563330b6e
Numpy,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/1d67d8896de9242248cf2bcaea7ed8308756dff0
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/5b5c100b2d192b72c76c71c2aec720c0b2500c08
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/f785875f81727a3b9c6c67a7e6962183bbe19f28
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/daf7a4e33168aeec05ad2217b49550bfab3d18d9
Numpy,Infinite Loop,Memory Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Resource Consumption,Resource Consumption,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/01718a9feb7f949b091e4f95320c1a60116e77a5
Numpy,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/c02f1ed4d649e65eb8e3caf2bcf0a1e2f46a16fa
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/22ccc378253c3c2beefc603a2e0bccc5a3a9e1d1
Numpy,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Crash,Crash,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/numpy/numpy/commit/790dbcb6dde4259ec073444a3294975f304b6f49
Numpy,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Crash,Crash,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/numpy/numpy/commit/00f77106275986b155d2b71ce672225792a07d87
Numpy,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/numpy/numpy/commit/b1fa10aaf1dc70343e7b267a6e2858ad30b0d97e
Numpy,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/numpy/numpy/commit/4408f743db8b5a15e9d0b5ace39ef12cafa1bce3
Numpy,stack overflow,Buffer Errors,Very Deep Tensors and Computation Graphs,Memory Errors,Crash,Crash,Avoid Overflow On Deep Tensors and Graphs,Avoid Overflow On Deep Tensors and Graphs,Modify Business Logic,https://github.com/numpy/numpy/commit/07201420338f87d0a19ec6b5d756f40350e1f21b
Numpy,buffer overflow,Buffer Errors,Using Wrong API,API Errors,Segmentation Fault,Segmentation Fault,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/5657a6cd5ed1c54986f697660c6336d2fb2b1c21
Numpy,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/numpy/numpy/commit/d4a39b0f0e7d5b999b834b86f4beababe23e77f1
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/d69c1470ed09f18293b9a9dec1809e14b5b9b779
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/080c433e9979f964155692d21b26e073914610f5
Numpy,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/numpy/numpy/commit/b0efcbadd5944d44f56c106dc5bc4571ebcab03e
Numpy,Memory Leak,Memory Errors,Invalid Memory Access,Memory Errors,Resource Consumption,Resource Consumption,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/numpy/numpy/commit/f65b233dc5689ecbb79a4ed8a383ef0251bc39c6
Numpy,integer overflow,Numeric Errors,API Misuse,API Errors,Unexpected Behavior,Unexpected Behavior,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/numpy/numpy/commit/da668fc74653e5caae9f741461c4d20f9df6e5c1
Numpy,insufficient precision,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/0b2e590ec18942f8f149ab2306b80da86b04eaeb
Numpy,Null Pointer Dereference,Memory Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/numpy/numpy/commit/25d60a989766e630b92a79284388845ade96d3d0
Numpy,integer overflow,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/4b200d27e9bfba4b28d51cd5d5132a2a4cacb8f1
Numpy,integer overflow,Numeric Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/2bd5e6a90eec63787d9c23d0e8dacb31e93cf8c7
Numpy,integer overflow,Numeric Errors,Others,Others,Unexpected Behavior,Unexpected Behavior,Others,Others,Others,https://github.com/numpy/numpy/commit/58ff38a547e59e2e8f8278d445f66c1091f1299a
Numpy,Memory Leak,Memory Errors,API Misuse,API Errors,Resource Consumption,Resource Consumption,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/5c24db244ec8a8d7e4ca2f823b0ba71b7d4dff3d
Numpy,Memory Leak,Memory Errors,API Misuse,API Errors,Resource Consumption,Resource Consumption,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/94a47c5294033c8078e4ab4bd61a7fec7f3458af
Numpy,Race Condition,Concurrency Errors,Missing Locking Statement,Concurrency Errors,Resource Consumption,Resource Consumption,Add Locking Statement,Add Locking Statement,Resolve Concurrency Error,https://github.com/numpy/numpy/commit/9cdff27107b5feb0f6bfe5c408970716b19aa93d
Numpy,Behavioral Change in New Version or Environmen,Others,python2 and python3 inconsistency,Others,Segmentation Fault,Segmentation Fault,,Others,Others,https://github.com/numpy/numpy/commit/2112e7d47ab401453230f6dc1b6923a468ad947d
Numpy,Function Return Value Issue,Others,API Misuse,API Errors,Segmentation Fault,Segmentation Fault,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/numpy/numpy/commit/5dab9275475e70630d7b1242c3530a6726c61fa2
Numpy,Function Return Value Issue,Others,API Misuse,API Errors,Segmentation Fault,Segmentation Fault,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/numpy/numpy/commit/bba8647dbf7098ffcf6df70b959b6079b5682e0c
Numpy,Memory Leak,Memory Errors,Using Wrong API,API Errors,Resource Consumption,Resource Consumption,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/7f53768b8ff70d4eaf03198c283a8eebdd9281ee
Numpy,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/numpy/numpy/commit/710beb20281eb65a291edfd041942301296ff125
Numpy,Deadlock,Concurrency Errors,Improper Exception Handling,Business Logic Errors,Resource Consumption,Resource Consumption,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/numpy/numpy/commit/50f1fce49d79444c29d63cd632bbb87ceec39f07
Numpy,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/numpy/numpy/commit/808e4c214941104e188897f58fd2ec1ac510d2cb
Numpy,Complexity Errors,Others,Using Wrong API,API Errors,Segmentation Fault,Segmentation Fault,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/4027d16f0aa19e551067bf0c93dbe057e0142bb8
Numpy,Complexity Errors,Others,Incorrect Index Calculation,Business Logic Errors,Segmentation Fault,Segmentation Fault,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/numpy/numpy/commit/3c1a13dea6a7e189675977ad65ea230ce4816061
Numpy,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/bdfea0af2036e74396b78e076e90170eddbbf670
Numpy,Function Return Value Issue,Others,Incorrect Function Return,Others,Unexpected Behavior,Unexpected Behavior,Modify Function Return Value,Modify Function Return Value,Others,https://github.com/numpy/numpy/commit/d73f23b092c3b44c279412c4833eb6bd953b713a
Numpy,integer overflow,Numeric Errors,Malicious Parameters,API Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/numpy/numpy/commit/9fc077332b34a7b2a90126f5ae6cc50d57162db5
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/8c0a50c5b1b331738a8bfb6a94ccc588851d1a0c
Numpy,Use of Uninitialized Resource,Resource Errors,uninitialized resource,Memory Errors,Unexpected Behavior,Unexpected Behavior,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/numpy/numpy/commit/8b44a5522628cae522f00985b4ac7b3f6c21fb18
Numpy,Use of Uninitialized Resource,Resource Errors,uninitialized resource,Memory Errors,Unexpected Behavior,Unexpected Behavior,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/numpy/numpy/commit/e3cc0f4af6c306370fd5fdcd35a1f02be50f4dd1
Numpy,Memory Leak,Memory Errors,Using Wrong API,API Errors,Resource Consumption,Resource Consumption,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/7c8486de75e82cc9fd6a754ce0ede14579d44023
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/4e19f408de900f958441af4ec8a458f5ce6473eb
Numpy,Memory Leak,Memory Errors,Malicious Parameters,API Errors,Segmentation Fault,Segmentation Fault,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/numpy/numpy/commit/4e19f408de900f958441af4ec8a458f5ce6473eb
Numpy,insufficient precision,Numeric Errors,API Misuse,API Errors,Unexpected Behavior,Unexpected Behavior,Update API Usage,Update API Usage,Resolve API Errors,https://github.com/numpy/numpy/commit/e413b8f2568dcb6912f107bd68caaa27a85fc2da
Numpy,Infinite Loop,Memory Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Resource Consumption,Resource Consumption,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/6f9ea0abbd305d53f9017debab3a3a591fe0e249
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/3d7e4224d5f9dbb872ac7c59a8ce43fa3523976d
Numpy,Infinite Loop,Memory Errors,Improper Exception Handling,Business Logic Errors,Resource Consumption,Resource Consumption,Add Checker for Recurrsion,Add Checker for Recurrsion,Others,https://github.com/numpy/numpy/commit/1e65a2af062012ab4fd4f9954b45a608a915e56d
Numpy,out of bound write,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/e3f8b9366bc1b3491422478a8179ea768b7619bf
Numpy,Use of Uninitialized Resource,Resource Errors,Using Wrong API,API Errors,Segmentation Fault,Segmentation Fault,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/9791f20e113f217c700310f6a0c8551f0d42a966
Numpy,Use of Uninitialized Resource,Resource Errors,Using Wrong API,API Errors,Segmentation Fault,Segmentation Fault,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/6a4858cc1b416bbff014d520a2725cbc25e7d7c4
Numpy,Null Pointer Dereference,Memory Errors,Improper Memory Management,Memory Errors,Segmentation Fault,Segmentation Fault,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/numpy/numpy/commit/5095f42427da68b71459f052148f600144c6762f
Numpy,buffer overflow,Buffer Errors,Using Wrong API,API Errors,Segmentation Fault,Segmentation Fault,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/5056c4cef5a320b2f30f5d89175e95eb4184dab1
Numpy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Segmentation Fault,Segmentation Fault,Using Incref,Others,Others,https://github.com/numpy/numpy/commit/63f3f246f73873c40b32092b0052befeaa6d9d05
Numpy,insufficient precision,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/numpy/numpy/commit/6cbd724f75f25cdaa7cf68fd9743064b77fbf787
Numpy,integer overflow,Numeric Errors,Integer Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Integer Type Range,Adjust Integer Type Range,Resolve Data Type Errors,https://github.com/numpy/numpy/commit/86ffb953d00e4e2af58b74a8df942ac786d8d640
Numpy,Incorrect Use of Privileged APIs,Others,Using Wrong API,API Errors,Segmentation Fault,Segmentation Fault,Use Proper API,Use Proper API,Resolve API Errors,https://github.com/numpy/numpy/commit/b26aef66a998b8a6877ee261e4d97ec8f815dad2
Numpy,heap buffer overflow,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/numpy/numpy/commit/ba29c7b224618b069644e747d6e9236f88accad4
Numpy,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Segmentation Fault,Segmentation Fault,Adding checker for data type flags,Others,Others,https://github.com/numpy/numpy/commit/4679ff2380c01f18ea8cfd2d89838ba53f6381de
Numpy,insufficient precision,Numeric Errors,Third Party Library Issue,API Errors,Segmentation Fault,Segmentation Fault,Update Third Party Library,Update Third Party Library,Resolve API Errors,https://github.com/numpy/numpy/commit/35d01b2a7cd38b2fda54b148402919aa1dd7e9c4
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/33d83e4db8b53d5407c79d423155b47b3cef7a2c
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/4b4b4f6039b4b5eb5c0a9586812c5aba82926ef8
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/f172fcf90390bc41b66e60b79efa0ac94874d781
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/bde18b80ada1e0d5774f17c39cb72477a1a97618
mlpack,insufficient precision,Numeric Errors,Float Variable Range Issue,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Adjust Float Type Range,Adjust Float Type Range,Resolve Data Type Errors,https://github.com/mlpack/mlpack/commit/177463e2effa3c313cc6c46edf99a47af031e871
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/31a199f05ec5099bc3dfdc27c7df91aa9844a3a7
mlpack,insufficient precision,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/mlpack/mlpack/commit/09cb26c5f20502617af2eec5a96dccbec7bdfc40
mlpack,Memory Leak,Memory Errors,Improper Input Validation,Others,Resource Consumption,Resource Consumption,Add requirements for input values,Others,Others,https://github.com/mlpack/mlpack/commit/e97d1bf8c313736948425fa56b3d8de24cc4b4ec
mlpack,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Others,Others,Others,https://github.com/mlpack/mlpack/commit/a773966df3bc699fc63521c5430272c58e6e5b6f
mlpack,Memory Leak,Memory Errors,uninitialized resource,Memory Errors,Resource Consumption,Resource Consumption,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/96f975f4738387a91e333be5b4f3e049057a878c
mlpack,Memory Leak,Memory Errors,Improper Exception Handling,Business Logic Errors,Resource Consumption,Resource Consumption,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/mlpack/mlpack/commit/0e02c33cea0f8d19d079a51bcd7b5645492fe89a
mlpack,Memory Leak,Memory Errors,uninitialized resource,Memory Errors,Resource Consumption,Resource Consumption,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/470bb5a6dd3f81b955781b8b253abd94ef8d681b
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/5ee4a2f0175df8d4b7b6e73a022f46fa36e9c8f5
mlpack,division by zero,Numeric Errors,division by zero,Others,Crash,Crash,add epsilon for numerical stability,Others,Others,https://github.com/mlpack/mlpack/commit/38d2155f75f73b79b5746a6b6918c362e0c9040d
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/c107ffc1c52c1b2e732327183b3626313a5630b1
mlpack,Memory Leak,Memory Errors,uninitialized resource,Memory Errors,Resource Consumption,Resource Consumption,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/8b01dc2050c1f452ecaccbcdc8eddc9af52de4eb
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/fdb379979755e7b22e4c8160883e5cd8ff2dfda3
mlpack,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/mlpack/mlpack/commit/1fd5f323445ddc252d75dfdefeb39a8735a42c15
mlpack,Improper Exception Handling,Others,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/mlpack/mlpack/commit/331ef56c40686b9ad9b2cde238d438829dc431e7
mlpack,Improper Exception Handling,Others,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/mlpack/mlpack/commit/f347c56c8bdd80018b31180ceec22b4174733358
mlpack,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Crash,Crash,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/mlpack/mlpack/commit/599aa16b7d4a612a6d8efa81adb05c8de123ca1b
mlpack,Null Pointer Dereference,Memory Errors,Invalid Memory Access,Memory Errors,Crash,Crash,Add Checker for Null Pointer,Add Checker for Null Pointer,Add Checkers,https://github.com/mlpack/mlpack/commit/d5358b7f399206431b99e1b24d0ecf1afb87e99f
mlpack,Out of Bound Read,Buffer Errors,Others,Others,Crash,Crash,Catch edge case that could,Catch edge case that could,Others,https://github.com/mlpack/mlpack/commit/139ad60d5f2f450a3c08c00f3ecea970a48d277e
mlpack,Infinite Loop,Memory Errors,Invalid Memory Access,Memory Errors,Crash,Crash,improper use of std::vector for the children,improper use of std::vector for the children,Others,https://github.com/mlpack/mlpack/commit/256cd1c179c0114aaf1c8073a6ab73b37fe667f1
mlpack,integer overflow,Numeric Errors,uninitialized resource,Memory Errors,Segmentation Fault,Segmentation Fault,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/d65abd53b4a3fb882b156fbac23714c571cc29cf
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/8983d407248ce5b3704d2e2349a7fe687bebd8b0
mlpack,Use of Uninitialized Resource,Resource Errors,uninitialized resource,Memory Errors,Unexpected Behavior,Unexpected Behavior,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/a63e408ee66fb366fe4419c65939e408752772a6
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/bf0e0239e988190e898d1729aa823f4bbd552c03
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/d881abd25e5439b01f7c71f114952c8425884cc0
mlpack,Out of Bound Read,Buffer Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Crash,Crash,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/mlpack/mlpack/commit/bd7aef7910acf070c83acfea3da4568d3e7388b3
mlpack,Out of Bound Read,Buffer Errors,Incorrect Index Calculation,Business Logic Errors,Crash,Crash,Modify Index Calculation,Modify Index Calculation,Modify Business Logic,https://github.com/mlpack/mlpack/commit/34ffa8bdc0be2d69197aebe2c31451f027847d5d
mlpack,Infinite Loop,Memory Errors,Third Party Library Issue,API Errors,Segmentation Fault,Segmentation Fault,Update Third Party Library,Update Third Party Library,Resolve API Errors,https://github.com/mlpack/mlpack/commit/ca2202e9f02d4f5471e91720820161ce610c155b
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/d9b2b7f2cbf749647b9bfff45a7cd1801320f425
mlpack,buffer overflow,Buffer Errors,uninitialized resource,Memory Errors,Segmentation Fault,Segmentation Fault,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/5803fa29aa523e014f595e2485427803b7ecdde5
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/586d583637b4cbf2f7b6e56abf6103d52f3cd935
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/a56644014d73b699118f91b617ac8f4aa7bc1405
mlpack,Deadlock,Concurrency Errors,Lack of Validating Tensors and Arrays Property,Data Type Errors,Resource Consumption,Resource Consumption,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/mlpack/mlpack/commit/0fb85d2a072e0196e97d18210b6cbb171d91a113
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/e04ee20e366d4ad1b4b740277776af147818d031
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/6cb7a401d82de16b59df895b0330cd1177e91b33
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/e1eee3912d544e17f62fc2aa754f8293f57cbe8a
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/5907277a476cde85f17ada6965e900acbfbe30cd
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/1eb5f877545c30f3e4914e802a2cac29c09c1690
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/621fe6211e41fae13b355a1d799428bb684796b3
mlpack,Use of Uninitialized Resource,Resource Errors,uninitialized resource,Memory Errors,Unexpected Behavior,Unexpected Behavior,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/ec2a18f24a38c38dd52acf65acc731a19460487c
mlpack,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/mlpack/mlpack/commit/3372efff07b0602026bdfa2a7b2c8a21ab22cec1
mlpack,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/mlpack/mlpack/commit/6a5b0d68adf4d7fb0e3085a79f7acb62fdc3e522
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/9fede9489d98707240d0e7213104bc617daa4c75
scipy,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/scipy/scipy/commit/9484b9dd6331ca121d2340fb60b8090f8eed67ce
scipy,Use After Free,Memory Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/scipy/scipy/commit/e32fc2329d3dd23298725153c5b2cc7fcd0f14f1
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/e53b4fa02e6e21894cf2fa6e304aaad0da52aa2b
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/9b0b0d61b61ed37b04cc08ebab5b8e73256712c3
scipy,integer overflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/scipy/scipy/commit/e2896720599679d665bbcc42f46fa4729d5eea7b
scipy,buffer overflow,Buffer Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Add Checker for Tensors and Arrays Property,Add Checker for Tensors and Arrays Property,Add Checkers,https://github.com/scipy/scipy/commit/e2091e9e4be2dffed8c6535547e8519dc002fa74
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/5910e04cb6b58d795623d3d4e30369e733ef41a0
scipy,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/scipy/scipy/commit/fd3e8c0b871f6033bfd779e69ded86944f7f039c
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/7b9111c0bc32e136cf64829a483eee58b6d6bf1d
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/01c3d9be867c82aeac46bd92866489f1256db0e9
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/e2159417be7d4ab9d0b366ce62d88ff6761e4959
scipy,insufficient precision,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/scipy/scipy/commit/e1f97957edf4b750a10cc9957a25af97d95adda1
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/9a1cf282fcb0153fadbef1bdf2cf52e7510abc84
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/3245f1996f2cd9d3ac6b9c30e1b2a6a1c7593ec4
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/81bea4e9439d595402c1da0dcf06d7d085ebd749
scipy,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scipy/scipy/commit/29626a66e0309ac48070f2b2fb4049ffe3684bf9
scipy,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scipy/scipy/commit/121686f037acab76dd802553e44f34b9a6a24578
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/4d59b1e72e0d7449f356413d57c4e286b87b0e30
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/8bbe97ac91ef109d864dc9f7b818b195db58d6ad
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/d1203c280a8661536d64f17e6a90d7ef000302d5
scipy,integer overflow,Numeric Errors,Using Improper Data Type,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/scipy/scipy/commit/2ba92c89df830ca1059ca34431c459accd3ccded
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/7cb266e8ced892fcc8bd4072d1dfcf51261959d3
scipy,integer underflow,Numeric Errors,Lack of Overflow Checking,Data Type Errors,Unexpected Behavior,Unexpected Behavior,Add Checker for Overflow,Add Checker for Overflow,Add Checkers,https://github.com/scipy/scipy/commit/ffa6a52647b9449e779e2732f8a435b0b7862fc7
scipy,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Unexpected Behavior,Unexpected Behavior,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/scipy/scipy/commit/024abe70b13741647e230686dccd5401e7035f3c
scipy,integer overflow,Numeric Errors,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scipy/scipy/commit/306eb867773ed7a89dbe65c6f12eceb7fe785c5c
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/5085ffb1410aad64b56e3a5b01d87a7afc9fb05f
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/023d6c08a55eaf6ddc3e55ea20b8d3d2da42378f
scipy,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Unexpected Behavior,Unexpected Behavior,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/scipy/scipy/commit/0b99b6d9dd1b11fdd43a8759d0a50bcb3abfb371
scipy,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Unexpected Behavior,Unexpected Behavior,modify initialization,modify initialization,Others,https://github.com/scipy/scipy/commit/0a83133a9b13a88f3747bc17a13814bff2bc42c7
scipy,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Unexpected Behavior,Unexpected Behavior,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/scipy/scipy/commit/da1864d3b47bfd39b7c6dc49475ca3dd8a93c3d0
scipy,Use of Uninitialized Resource,Resource Errors,Invalid Memory Access,Memory Errors,Unexpected Behavior,Unexpected Behavior,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/scipy/scipy/commit/4d7e7be0b8cbab48f8a55bf3d23d5f1e2e785eb9
scipy,Improper Exception Handling,Others,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scipy/scipy/commit/6e8d94af2709142d8075ffec48105df9974f6d10
scipy,Improper Exception Handling,Others,Improper Exception Handling,Business Logic Errors,Segmentation Fault,Segmentation Fault,Improve Exception Handling,Improve Exception Handling,Modify Business Logic,https://github.com/scipy/scipy/commit/7c03d21d84190f7ca4277b72caba5288d2928381
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/68090baa0b1947a53325bc00d0a66a41149c77e7
scipy,buffer overflow,Buffer Errors,does not handle null terminated string,Others,Segmentation Fault,Segmentation Fault,handle null terminated string,handle null terminated string,Others,https://github.com/scipy/scipy/commit/f417aaa4ca3c7030e4fb6a6f60dead2b5f53cfaf
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/a2d6759e9a001df9d5835d7b2e4909194732d52b
scipy,Out of Bound Read,Buffer Errors,Invalid Memory Access,Memory Errors,Segmentation Fault,Segmentation Fault,Initializae Resource,Initializae Resource,Resolve Memory Errors,https://github.com/scipy/scipy/commit/ce7e912918fcf0c8d1a7e06da3fd7ebc6b1a48a7
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/4bb6001644ca4018cf5c782e80f9d17e6c3bd762
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/7568e53672b49bff1353acb7e415f166ce6291f0
scipy,Memory Leak,Memory Errors,Improper Memory Management,Memory Errors,Resource Consumption,Resource Consumption,Memory Release Management,Memory Release Management,Resolve Memory Errors,https://github.com/scipy/scipy/commit/58280fdcc920c6fc52ca9b507b64bb8dbaf8f828
scipy,Memory Leak,Memory Errors,Using Improper Data Type,Data Type Errors,Resource Consumption,Resource Consumption,Modify Data Type,Modify Data Type,Resolve Data Type Errors,https://github.com/scipy/scipy/commit/d5bab6b7a545e7e8829374b0d43737dff5fea0e9