BriefGPT.xyz
Feb, 2019
评估对抗鲁棒性
On Evaluating Adversarial Robustness
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Nicholas Carlini, Anish Athalye, Nicolas Papernot, Wieland Brendel, Jonas Rauber...
TL;DR
本文介绍了针对对抗样本进行防御的困难性，提出了新的方法来评估防御方法的效果并建议研究者和读者使用这些方法以避免常见陷阱。
Abstract
Correctly evaluating
defenses
against
adversarial examples
has proven to be extremely difficult. Despite the significant amount of recent work attempting to design
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