Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks

Jayendra Kantipudi, Shiv Ram Dubey, Soumendu Chakraborty

The Convolutional Neural Networks (CNNs) have emerged as a very powerful data dependent hierarchical feature extraction method. It is widely used in several computer vision problem…