Gradient Similarity: An Explainable Approach to Detect Adversarial Attacks against Deep Learning

Jasjeet Dhaliwal, Saurabh Shintre

Deep neural networks are susceptible to small-but-specific adversarial perturbations capable of deceiving the network. This vulnerability can lead to potentially harmful consequenc…