Representation Quality Of Neural Networks Links To Adversarial Attacks and Defences

Shashank Kotyan, Danilo Vasconcellos Vargas, Moe Matsuki

Neural networks have been shown vulnerable to a variety of adversarial algorithms. A crucial step to understanding the rationale for this lack of robustness is to assess the potent…