CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models

Qilin Zhou, Zhengyuan Wei, Haipeng Wang +2

Patch robustness certification is an emerging kind of defense technique against adversarial patch attacks with provable guarantees. There are two research lines: certified recovery…