A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges

Nandish Chattopadhyay, Abdul Basit, Bassem Ouni +1

Adversarial attacks have emerged as a major challenge to the trustworthy deployment of machine learning models, particularly in computer vision applications. These attacks have a v…