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Attackers Could Eavesdrop on AI Conversations on Apple, AMD, Imagination and Qualcomm GPUs

Attackers Could Eavesdrop on AI Conversations on Apple, AMD, Imagination and Qualcomm GPUs
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Tyler Sorensen , Pad Air , Apple Macbook Air , Recent Apple , Ivanti Secure , Named Entity , Heidy Khlaaf ,

Apple, AMD, Qualcomm, Imagination GPUs open to data theft

Apple, AMD, Qualcomm, Imagination GPUs open to data theft
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Attackers Could Eavesdrop on AI Conversations on GPUs

Security researchers from Trail of Bits identified a GPU memory vulnerability they called LeftoverLocals. Some affected GPU vendors have issued fixes. ....

Tyler Sorensen , Pad Air , Apple Macbook Air , Recent Apple , Ivanti Secure , Named Entity , Heidy Khlaaf ,

LeftoverLocals: Listening to LLM responses through leaked GPU local memory

By Tyler Sorensen and Heidy Khlaaf 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 GPU… ....

Kelly Kaoudis , Ben Koo , Trent Brunson , Vijay Sarvepalli , Qualcomm Adreno , Tyler Sorensen , Max Ammann , Heidy Khlaaf , Khronos Apis , Neil Trevett , Dominik Czarnota , Adelin Travers , Adam Sorensen , Coordination Center , Khronos Group , Pad Air , Apple Macbook Air , Hugging Face , Named Entities , Command Line , Jay Little , Compute Units , Streaming Multiprocessors , Metal Shading Language ,

A new vulnerability affecting Apple, AMD, and Qualcomm GPUs could expose AI data

Tracked as CVE-2023-4969, the vulnerability allows attackers to recover data from GPU local memory. While it affects all GPU applications, it is especially dangerous for large language. ....

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