Defending Against Membership Inference Attack by Shielding Membership Signals

Author:

Miao Yinbin1ORCID,Yu Yueming1ORCID,Li Xinghua2ORCID,Guo Yu3ORCID,Liu Ximeng4ORCID,Choo Kim-Kwang Raymond5ORCID,Deng Robert H.6ORCID

Affiliation:

1. School of Cyber Engineering, Xidian University, Xi’an, China

2. State Key Laboratory of Integrated Service Networks, School of Cyber Engineering, Engineering Research Center of Big data Security, Ministry of Education, Xidian University, Xi’an, China

3. School of Artificial Intelligence, Beijing Normal University, Beijing, China

4. Key Laboratory of Information Security of Network Systems, School of Mathematics and Computer Science, Fuzhou University, Fuzhou, China

5. Department of Information Systems and Cyber Security, University of Texas at San Antonio, San Antonio, TX, USA

6. School of Information Systems, Singapore Management University, Singapore

Funder

National Natural Science Foundation of China

Key Research and Development Projects of Shaanxi Province

Shaanxi Fundamental Science Research Project for Mathematics and Physics

Fundamental Research Funds for the Central Universities

Fellowship of China Postdoctoral Science Foundation

Opening Project of Intelligent Policing Key Laboratory of Sichuan Province

Cloud Technology Endowed Professorship

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Information Systems and Management,Computer Networks and Communications,Computer Science Applications,Hardware and Architecture

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