Concepedia

Peter Kairouz

PK

Statistics

Publications

51

Citations

7.7K

H-Index

28

Active since

2014

Affiliations

Google (United States)(Current)

Stanford University

University of Illinois Urbana-Champaign

Arizona State University

University of California, Los Angeles

Peter Kairouz is an author at Google (United States) specializing in computing, computer science, and data protection.

Publications per year

2014–2024

51

Publications

51

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.7K citations · Full text

Computing, Computer Science, Data Science +14

Can You Really Backdoor Federated Learning?

Ziteng Sun, Peter Kairouz, Ananda Theertha Suresh · arXiv (Cornell University) · 2019 · 369 citations · Full text

Computing, Computer Science, Computer Systems +15

Extremal Mechanisms for Local Differential Privacy

Peter Kairouz, Sewoong Oh, Pramod Viswanath · arXiv (Cornell University) · 2014 · 267 citations · Full text

Computing, Computer Science, Data Science +12

Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Production Federated Learning

Virat Shejwalkar, Amir Houmansadr, Peter Kairouz et al. · 2022 IEEE Symposium on Security and Privacy (SP) · 2022 · 225 citations

Computing, Computer Science, Cybersecurity +17

DP-CGAN: Differentially Private Synthetic Data and Label Generation

Reihaneh Torkzadehmahani, Peter Kairouz, Benedict Paten · 2019 · 197 citations

Computing, Computer Science, Computer Vision +14

1–5 of 51