Concepedia

Peter Kairouz

PK

49

Publications

6.7K

Citations

27

H-Index

2014

Active since

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 engineering, data security, and data privacy.

Top concepts

EngineeringComputer ScienceData PrivacyData SecurityData SciencePrivacyInformation SecurityCryptographyMachine LearningFederated Learning

Publications per year

2014–2024

49

Publications

49

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.2K citations · Full text

Extremal Mechanisms for Local Differential Privacy

Peter Kairouz, Sewoong Oh, Pramod Viswanath · arXiv (Cornell University) · 2014 · 266 citations · Full text

Mathematical Programming, Privacy Protection, Engineering +17

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 · 214 citations

Artificial Intelligence, Engineering, Machine Learning +21

DP-CGAN: Differentially Private Synthetic Data and Label Generation

Reihaneh Torkzadehmahani, Peter Kairouz, Benedict Paten · 2019 · 188 citations

Artificial Intelligence, Privacy Protection, Engineering +16

A Field Guide to Federated Optimization

Jianyu Wang, Zachary Charles, Zheng Xu et al. · arXiv (Cornell University) · 2021 · 167 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

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