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ML-Assisted Power Side-Channel Attacks on ML Accelerators in Shared FPGAs

Etim, Anthony et al.
arXiv (All) · Papers
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cryptography-and-security
Cloud providers offer on-demand access to Field-Programmable Gate Arrays (FPGAs), and multi-tenant FPGAs let multiple users share one device to improve utilization. This sharing introduces security risks: an adversary co-located with a victim on the same FPGA can mount power side-channel attacks aga
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