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LeftoverLocals: Listening to LLM responses through leaked GPU local memory

We are disclosing LeftoverLocals: a vulnerability that allows recovery of data from GPU local memory created by another process on Apple, Qualcomm, AMD, and Imagination GPUs. LeftoverLocals impacts the security posture of GPU applications as a whole, with particular significance to LLMs and ML models run on impacted…
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Security & PrivacyAI & Machine Learning2024

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Jan 16, 2024LeftoverLocals: Listening to LLM responses through leaked GPU local memory by ks6g1013639

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