Bake It Till You Make It: Heat-induced Leakage from Masked Neural Networks

ePrint Report: Bake It Till You Make It: Heat-induced Leakage from Masked Neural Networks

Dev M. Mehta, Mohammad Hashemi, David S. Koblah, Domenic Forte, Fatemeh Ganji

Masking has become one of the most effective approaches for securing hardware designs against side-channel attacks. Irrespective of the effort put into correctly implementing masking schemes on a field programmable gate array (FPGA), leakage can be unexpectedly observed. This is due to the fact that the assumption underlying all masked designs, i.e., the leakages …

array attacks channel dev eprint report fpga hardware heat masking networks neural networks report side-channel side-channel attacks