Use the Spear as a Shield: An Adversarial Example Based Privacy-Preserving Technique Against Membership Inference Attacks-Reference-Cited by-同舟云学术

Use the Spear as a Shield: An Adversarial Example Based Privacy-Preserving Technique Against Membership Inference Attacks

Author:

Xue Mingfu¹^ORCID,Yuan Chengxiang¹,He Can¹^ORCID,Wu Yinghao¹,Wu Zhiyu²,Zhang Yushu¹^ORCID,Liu Zhe¹^ORCID,Liu Weiqiang³^ORCID

Affiliation:

1. College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China

2. Polytechnic Institute, Zhejiang University, Hangzhou, China

3. College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China

Funder

National Natural Science Foundation of China

CCF-NSFOCUS Kun-Peng Scientific Research Fund

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Science Applications,Human-Computer Interaction,Information Systems,Computer Science (miscellaneous)

Link

Reference39 articles.

1. Defending against machine learning model stealing attacks using deceptive perturbations;lee,2018

4. Rectified linear units improve restricted boltzmann machines;nair;Proc 27th Int Conf Mach Learn,2010

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