The Art of Defense: Letting Networks Fool the Attacker

Author:

Zhang Jinlai1ORCID,Dong Yinpeng2,Kuang Minchi3,Liu Binbin2ORCID,Ouyang Bo2,Zhu Jihong3ORCID,Wang Houqing3,Meng Yanmei1

Affiliation:

1. College of Mechanical Engineering, Guangxi University, Nanning, China

2. Department of Computer Science and Technology, Tsinghua University, Beijing, China

3. Department of Precision Instrument, Tsinghua University, Beijing, China

Funder

Innovation Project of Guangxi Graduate Education

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Safety, Risk, Reliability and Quality

Reference86 articles.

1. Shape-invariant 3D Adversarial Point Clouds

2. PixelDefend: Leveraging generative models to understand and defend against adversarial examples;song;arXiv 1710 10766,2017

3. Understanding and improving fast adversarial training;andriushchenko;Proc Adv Neural Inf Process Syst,2020

4. Characterizing adversarial subspaces using local intrinsic dimensionality;ma;arXiv 1801 02613,2018

5. Towards Robust Neural Networks via Random Self-ensemble

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