A Constant-Time Implementation Methodology for Activation Functions on Microcontrollers

Andrii Tyvodar, Andreas Rechberger, Dirmanto Jap +4

Embedded neural-network inference can leak information through timing side channels, including leakage caused by the evaluation of activation functions. This work proposes a consta…