Cong Chen

Multi-Task Consistency-based Detection of Adversarial Attacks

This work proposes an efficient and effective adversarial attack detection scheme leveraging the multi-task perception within a complex vision system, and develops a consistency score metric to measure the inconsistency between vision tasks.