Fortify the Guardian, Not the Treasure: Resilient Adversarial Detectors

Adaptive adversarial attacks, where adversaries tailor their strategies with full knowledge of defense mechanisms, pose significant challenges to the robustness of adversarial detectors. In this paper, we introduce RADAR (Robust Adversarial Detection via Adversarial Retraining), an approach designed...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Raz Lapid, Almog Dubin, Moshe Sipper
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Subjects:	robustness adversarial attacks adaptive adversarial attacks deep learning
Online Access:	https://www.mdpi.com/2227-7390/12/22/3451