Enforcing Linearity in DNN succours Robustness and Adversarial Image Generation

Anindya Sarkar, Nikhil Kumar Gupta, Raghu Iyengar

Recent studies on the adversarial vulnerability of neural networks have shown that models trained with the objective of minimizing an upper bound on the worst-case loss over all po…