MRCert: Towards Post-deployment Patch Robustness Certification for Adversarially Patched Samples via Type-specific Masking
MRCert is a new method that allows security experts to verify if an AI model remains correct after it has been attacked with adversarial patches, even after deployment. It successfully achieves this by using a type-specific approach to distinguish between benign and patched inputs, providing provable trust for safety-critical applications.