Sparsity Turns Adversarial: Energy and Latency Attacks on Deep Neural Networks

Sarada Krithivasan, Sanchari Sen, Anand Raghunathan

Adversarial attacks have exposed serious vulnerabilities in Deep Neural Networks (DNNs) through their ability to force misclassifications through human-imperceptible perturbations…