Detecting and Correcting Adversarial Images Using Image Processing Operations

Huy H. Nguyen, Minoru Kuribayashi, Junichi Yamagishi +1

Deep neural networks (DNNs) have achieved excellent performance on several tasks and have been widely applied in both academia and industry. However, DNNs are vulnerable to adversa…