BriefGPT.xyz
Mar, 2021
在线对抗攻击
Online Adversarial Attacks
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Andjela Mladenovic, Avishek Joey Bose, Hugo Berard, William L. Hamilton, Simon Lacoste-Julien...
TL;DR
本文将对深度学习模型的对抗攻击演化为数据流场景下的在线对抗攻击问题,提出了一个在线算法Virtual+并分析了算法竞争比例,在MNIST数据集上进行了实验。
Abstract
adversarial attacks
expose important vulnerabilities of
deep learning
models, yet little attention has been paid to settings where data arrives as a stream. In this paper, we formalize the online adversarial atta
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