Reza Shokri
National University of Singapore(SG)
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Adversarial Robustness in Machine Learning, Privacy, Security, and Data Protection, Internet Traffic Analysis and Secure E-voting, Cryptography and Data Security
Most-Cited Works
- → Membership Inference Attacks Against Machine Learning Models(2017)4,037 cited
- → Privacy-Preserving Deep Learning(2015)2,229 cited
- → Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning(2019)1,499 cited
- → Quantifying Location Privacy(2011)698 cited
- → Machine Learning with Membership Privacy using Adversarial Regularization(2018)426 cited
- → Protecting location privacy(2012)386 cited
- → Synthesizing Plausible Privacy-Preserving Location Traces(2016)209 cited
- → On the Optimal Placement of Mix Zones(2009)178 cited
- → Chiron: Privacy-preserving Machine Learning as a Service(2018)177 cited