Position: Towards Resilience Against Adversarial Examples

Current research on defending against adversarial examples focuses primarily on achieving robustness against a single attack type such as $\ell_2$ or $\ell_{\infty}$-bounded attacks. However, the space of possible perturbations is much larger than considered by many existing defenses and is difficul...

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Hauptverfasser:	Dai, Sihui, Xiang, Chong, Wu, Tong, Mittal, Prateek
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Cryptography and Security Computer Science - Learning
Online-Zugang:	Volltext bestellen
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