Structure-Preserving Progressive Low-rank Image Completion for Defending Adversarial Attacks

no code implementations • 4 Mar 2021 • Zhiqun Zhao, Hengyou Wang, Hao Sun, Zhihai He

In this work, we propose to develop a structure-preserving progressive low-rank image completion (SPLIC) method to remove unneeded texture details from the input images and shift the bias of deep neural networks towards global object structures and semantic cues.

Adversarial Robustness Low-Rank Matrix Completion