Concepedia

Reza Shokri

RS

Statistics

Publications

56

Citations

13K

H-Index

37

Active since

2006

Affiliations

National University of Singapore(Current)

École Polytechnique Fédérale de Lausanne

Cornell University

University of Massachusetts Amherst

ETH Zurich

Reza Shokri is an author at National University of Singapore specializing in computing, data protection, and computer science.

Publications per year

2006–2023

56

Publications

56

Membership Inference Attacks Against Machine Learning Models

Reza Shokri, Marco Stronati, Congzheng Song et al. · 2017 · 4.2K citations

Computing, Computer Science, Cybersecurity +17

Privacy-Preserving Deep Learning

Reza Shokri, Vitaly Shmatikov · 2015 · 2.3K citations

Computing, Computer Science, Computer Security +15

Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

Milad Nasr, Reza Shokri, Amir Houmansadr · 2019 · 1.6K citations · Full text

Computing, Computer Science, Cybersecurity +16

Quantifying Location Privacy

Reza Shokri, George Theodorakopoulos, Jean‐Yves Le Boudec et al. · 2011 · 701 citations · Full text

Computing, Computer Science, Cybersecurity +16

Machine Learning with Membership Privacy using Adversarial Regularization

Milad Nasr, Reza Shokri, Amir Houmansadr · 2018 · 429 citations · Full text

Computing, Computer Science, Computer Security +14

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