Ahmed H. Salamah

Modeling and Energy Analysis of Adversarial Perturbations in Deep Image Classification Security

2022

Despite the great success of deep neural networks (DNNs) in computer vision, they are vulnerable to adversarial attacks. Given a well-trained DNN and an image$x$, a malicious and imperceptible perturbation$\varepsilon$can be easily crafted and added …