「CV」 对抗攻击资源汇总

相关资源：对抗攻击概述

1 综述

1. Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey
   2018-01-02 paper | 博客

2 理论

1. digital_chirality

3 经典论文

1. Intriguing properties of neural networks
   2013-12-21 Ian Goodfellow paper
   阐述了分类网络的缺陷——对攻击敏感；并给出了简单的图像扰动策略；

4 检索任务

1. Unsupervised Adversarial Attacks on Deep Feature-based Retrieval with GAN
   2019-07-12 paper

5 其他

1. Explaining and Harnessing Adversarial Examples
   2014-12-20 Ian Goodfellow paper

2. Adversarial Reprogramming of Neural Networks
   2018-06-28 paper

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附录

A 参考资料

1. 机器学习对抗性攻击报告. https://www.aqniu.com/tools-tech/22198.html. 2017-01-09/2019-07-15.