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        "dateReserved": "2026-07-31T16:10:55.448Z",
        "datePublished": "2026-07-31T21:16:09.970Z",
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            "title": "ComfyUI 0.23.0 Unauthenticated RCE via LoadTrainingDataset Pickle Deserialization",
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                    "value": "ComfyUI v0.23.0 contains an unsafe deserialization vulnerability in the LoadTrainingDataset node that allows unauthenticated remote attackers to execute arbitrary Python code by uploading a crafted pickle file and triggering its deserialization. Attackers can upload a malicious shard_*.pkl file via the unauthenticated POST /upload/image endpoint and then queue a workflow graph via POST /prompt referencing the uploaded file, causing torch.load to deserialize the attacker-controlled pickle payload using __reduce__ and execute arbitrary commands as the ComfyUI process user."
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