Adversarial Purification by Consistency-aware Latent Space Optimization on Data Manifolds

Shuhai Zhang, Jiahao Yang, Hui Luo +5

Deep neural networks (DNNs) are vulnerable to adversarial samples crafted by adding imperceptible perturbations to clean data, potentially leading to incorrect and dangerous predic…