第一类生成对抗攻击代码

Codes for Adversarial Attack Type I

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源代码中的 readme.md 文件对如何基于 SVAE 和 StyleGAN 结构实现 Type I 攻击进行了说明。

1. TypeI 对抗样本的图片和视频; 

2. 采用 SVAE 和 StyleGAN 生成对抗样本的源代码。

The explanation could be found in readme.md, which describes the Type I adversarial attacks based on SVAE and StyleGAN.

1.   Adversarial images and videos from Type I attack

2.   Codes for Type I advetrsarial attack based on SVAE and StyleGAN

参考文献 Related reference

S. Tang, X. Huang, M. Chen, C. Sun, J. Yang, "Adversarial Attack Type I: Cheat Classifiers by Significant Changes", IEEE Transactions on Pattern Analysis and Machine Intelligence, 10.1109/TPAMI.2019.2936378, 2019