Maintaining Adversarial Robustness in Continuous Learning

Xiaolei Ru, Xiaowei Cao, Zijia Liu +5

Adversarial robustness is essential for security and reliability of machine learning systems. However, adversarial robustness enhanced by defense algorithms is easily erased as the…