Peter Kairouz
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Cryptography and Data Security, Adversarial Robustness in Machine Learning, Internet Traffic Analysis and Secure E-voting, Privacy, Security, and Data Protection
Most-Cited Works
- → Advances and Open Problems in Federated Learning(2020)4,363 cited
- → Can You Really Backdoor Federated Learning?(2019)368 cited
- → Extremal Mechanisms for Local Differential Privacy(2014)266 cited
- → Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Production Federated Learning(2022)218 cited
- → DP-CGAN: Differentially Private Synthetic Data and Label Generation(2019)192 cited
- → Privacy-first health research with federated learning(2021)172 cited
- → A Field Guide to Federated Optimization(2021)167 cited
- Discrete distribution estimation under local privacy(2016)
- → The Staircase Mechanism in Differential Privacy(2015)142 cited