Attack-Agnostic Adversarial Detection

no code implementations • 1 Jun 2022 • Jiaxin Cheng, Mohamed Hussein, Jay Billa, Wael AbdAlmageed

The growing number of adversarial attacks in recent years gives attackers an advantage over defenders, as defenders must train detectors after knowing the types of attacks, and many models need to be maintained to ensure good performance in detecting any upcoming attacks.

Adversarial Attack Detection Anomaly Detection