Defense against ML-based Power Side-channel Attacks on DNN Accelerators with Adversarial Attacks

Xiaobei Yan, Chip Hong Chang, Tianwei Zhang

Artificial Intelligence (AI) hardware accelerators have been widely adopted to enhance the efficiency of deep learning applications. However, they also raise security concerns rega…