Adaptive Adversarial Logits Pairing

Adversarial examples provide an opportunity as well as impose a challenge for understanding image classification systems. Based on the analysis of the adversarial training solution Adversarial Logits Pairing (ALP), we observed in this work that: (1) The inference of adversarially robust model tends...

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Veröffentlicht in:	arXiv.org 2021-04
Hauptverfasser:	Wu, Shangxi, Jitao Sang, Xu, Kaiyuan, Zheng, Guanhua, Xu, Changsheng
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive sampling Image classification Modules Optimization Training
Online-Zugang:	Volltext
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