MAED: Mathematical Activation Error Detection for Mitigating Physical Fault Attacks in DNN Inference

Kasra Ahmadi, Saeed Aghapour, Mehran Mozaffari Kermani +1

The inference phase of deep neural networks (DNNs) in embedded systems is increasingly vulnerable to fault attacks and failures, which can result in incorrect predictions. These vu…