D2R: dual regularization loss with collaborative adversarial generation for model robustness

Zhenyu Liu, Huizhi Liang, Rajiv Ranjan +3

The robustness of Deep Neural Network models is crucial for defending models against adversarial attacks. Recent defense methods have employed collaborative learning frameworks to…