A Tale of Evil Twins: Adversarial Inputs versus Poisoned Models

Author:

Pang Ren1,Shen Hua1,Zhang Xinyang1,Ji Shouling2,Vorobeychik Yevgeniy3,Luo Xiapu4,Liu Alex5,Wang Ting1

Affiliation:

1. Pennsylvania State University, State College, PA, USA

2. Zhejiang University, Hangzhou, UNK, China

3. Washington University in St. Louis, St. Louis, MO, USA

4. Hong Kong Polytechnic University, Hongkong, UNK, Hong Kong

5. Ant Financia, Hangzhou, UNK, China

Funder

National Science Foundation

Publisher

ACM

Reference55 articles.

1. Wild patterns: Ten years after the rise of adversarial machine learning

2. M. Bojarski D. Del Testa D. Dworakowski B. Firner B. Flepp P. Goyal L. D. Jackel M. Monfort U. Muller J. Zhang X. Zhang J. Zhao and K. Zieba. 2016. End to End Learning for Self-Driving Cars. ArXiv e-prints (2016). M. Bojarski D. Del Testa D. Dworakowski B. Firner B. Flepp P. Goyal L. D. Jackel M. Monfort U. Muller J. Zhang X. Zhang J. Zhao and K. Zieba. 2016. End to End Learning for Self-Driving Cars. ArXiv e-prints (2016).

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