BARE-AI: Bit-Flip Attack Resilience in AI Hardware through Built-in Performance Monitors

Habibur Rahaman, Swastik Bhattacharya, Sanjay Das +2

Deep Neural Networks (DNNs) are integral to many safety critical systems, yet they remain highly vulnerable to bit-flip attacks (BFAs), where a few memory level perturbations can d…