Improving Model Robustness with Latent Distribution Locally and Globally

Zhuang Qian, Shufei Zhang, Kaizhu Huang +3

In this work, we consider model robustness of deep neural networks against adversarial attacks from a global manifold perspective. Leveraging both the local and global latent infor…