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Home/AI Incident Database/"Sleepy Pickle": poisoning a model's behaviour through its pickle file without changing the weights on disk

"Sleepy Pickle": poisoning a model's behaviour through its pickle file without changing the weights on disk

Trail of Bits showed a pickle file could inject a backdoor into a model as it loaded, leaving no trace in the stored weights and evading conventional model scans.

Severity: Mediumsleepy picklemodel poisoningtrail of bits

Sources

blog.trailofbits.comhttps://blog.trailofbits.com/2024/06/11/exploiting-ml-models-with-pickle-file-attacks-pa…

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