Aleksandra Korolova

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

Releasing search queries and clicks privately

Aleksandra Korolova, Krishnaram Kenthapadi, Nina Mishra et al. · 2009 · 251 citations

Privacy Protection, Search Engine Optimization, Engineering +18

Discrimination through Optimization

Muhammad Ali, Piotr Sapieżyński, Miranda Bogen et al. · Proceedings of the ACM on Human-Computer Interaction · 2019 · 236 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +25

Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12

Tang Jun, Aleksandra Korolova, Xiaolong Bai et al. · arXiv (Cornell University) · 2017 · 186 citations · Full text

Privacy Protection, Engineering, Privacy Budget Management +19

Personalized social recommendations

Ashwin Machanavajjhala, Aleksandra Korolova, Atish Das Sarma · Proceedings of the VLDB Endowment · 2011 · 178 citations

Privacy Protection, Engineering, Information Security +24