Generative Imperceptible Attack With Feature Learning Bias Reduction and Multi-Scale Variance Regularization

Author:

Xie Weicheng1ORCID,Niu Zenghao1ORCID,Lin Qinliang1,Song Siyang2ORCID,Shen Linlin1ORCID

Affiliation:

1. Computer Vision Institute, School of Computer Science and Software Engineering, Shenzhen Institute of Artificial Intelligence and Robotics for Society, Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China

2. School of Computer Science, University of Exeter, Exeter, U.K.

Funder

Natural Science Foundation of China

Science and Technology Project of Guangdong Province

Science and Technology Innovation Commission of Shenzhen

Guangdong Provincial Key Laboratory

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference66 articles.

1. Discriminator-free Generative Adversarial Attack

2. Measurement Reliability and Validity

3. Intriguing properties of neural networks;Szegedy

4. Explaining and harnessing adversarial examples;Goodfellow

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