Computer Science - Cryptography and Security

Poison as a Cure: Detecting & Neutralizing Variable-Sized Backdoor Attacks in Deep Neural Networks

TL;DR: We propose a comprehensive defense to detect and neutralize backdoor poisoning attacks of different sizes. Abstract: Deep learning models have recently shown to be vulnerable to backdoor poisoning, an insidious attack where the victim model …