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

Anthony Etim, Kenan Erol, Jakub Szefer

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 in…