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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Detalhes bibliográficos

Principais autores:	Raz Lapid, Almog Dubin, Moshe Sipper
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2024-11-01
coleção:	Mathematics
Assuntos:	robustness adversarial attacks adaptive adversarial attacks deep learning
Acesso em linha:	https://www.mdpi.com/2227-7390/12/22/3451
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