Advances and Open Problems in Federated Learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Foundations and Trends® in Machine Learning 14 (1–2), 1-210, 2021 | 5513 | 2021 |
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ú Erlingsson, V Pihur, A Korolova ACM SIGSAC Conference on Computer and Communications Security (CCS), 1054-1067, 2014 | 2286 | 2014 |
Discrimination through Optimization: How Facebook's Ad Delivery Can Lead to Biased Outcomes M Ali, P Sapiezynski, M Bogen, A Korolova, A Mislove, A Rieke Proceedings of the ACM Conference on Computer-Supported Cooperative Work and …, 2019 | 441 | 2019 |
Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12 J Tang, A Korolova, X Bai, X Wang, X Wang arXiv preprint arXiv:1709.02753, 2017 | 329 | 2017 |
Releasing Search Queries and Clicks Privately A Korolova, K Kenthapadi, N Mishra, A Ntoulas 18th International Conference on World Wide Web (WWW), 171-180, 2009 | 311 | 2009 |
Link Privacy in Social Networks A Korolova, R Motwani, SU Nabar, Y Xu 17th ACM Conference on Information and Knowledge Management (CIKM), 289-298, 2008 | 260 | 2008 |
Personalized Social Recommendations: Accurate or Private? A Machanavajjhala, A Korolova, AD Sarma Proceedings of the VLDB Endowment 4 (7), 440-450, 2011 | 244 | 2011 |
Privacy Violations Using Microtargeted Ads: A Case Study A Korolova Journal of Privacy and Confidentiality 3 (1), 27-49, 2011 | 218 | 2011 |
Privacy via the Johnson-Lindenstrauss Transform K Kenthapadi, A Korolova, I Mironov, N Mishra Journal of Privacy and Confidentiality 5 (1), 39-71, 2013 | 162 | 2013 |
BLENDER: Enabling Local Search with a Hybrid Differential Privacy Model B Avent, A Korolova, D Zeber, T Hovden, B Livshits 26th USENIX Security Symposium (USENIX Security 17), 747--764, 2017 | 111 | 2017 |
Auditing for Discrimination in Algorithms Delivering Job Ads B Imana, A Korolova, J Heidemann The Web Conference (WWW), 2021 | 109 | 2021 |
Ad Delivery Algorithms: The Hidden Arbiters of Political Messaging M Ali, P Sapiezynski, A Korolova, A Mislove, A Rieke 14th ACM International Conference on Web Search and Data Mining (WSDM), 2021 | 74 | 2021 |
Differentially-Private "Draw and Discard" Machine Learning V Pihur, A Korolova, F Liu, S Sankuratripati, M Yung, D Huang, R Zeng arXiv preprint arXiv:1807.04369, 2018 | 50 | 2018 |
Cross-app Tracking via Nearby Bluetooth Low Energy Devices A Korolova, V Sharma 8th ACM Conference on Data and Application Security and Privacy (CODASPY …, 2018 | 46 | 2018 |
Cloak and Swagger: Understanding Data Sensitivity Through the Lens of User Anonymity ST Peddinti, A Korolova, E Bursztein, G Sampemane 35th IEEE Symposium on Security & Privacy (S&P), 2014 | 46 | 2014 |
Preference-Informed Fairness MP Kim, A Korolova, GN Rothblum, G Yona 11th Innovations in Theoretical Computer Science (ITCS), 2020 | 43 | 2020 |
Facebook's Advertising Platform: New Attack Vectors and the Need for Interventions I Faizullabhoy, A Korolova IEEE Workshop on Technology and Consumer Protection (ConPro ’18), 2018 | 38 | 2018 |
Privacy in the Amazon Alexa Skills Ecosystem A Alhadlaq, J Tang, M Almaymoni, A Korolova 10th Workshop on Hot Topics in Privacy Enhancing Technologies (HotPETs), 2017 | 36* | 2017 |
System and Method for Exchanging a Transformed Message with Enhanced Privacy AO Farahat, PJP Golle, A Korolova, PARC Incorporated US Patent 7,826,611, 2010 | 28 | 2010 |
Synopsis of a Search Log that Respects User Privacy K Kenthapadi, A Korolova, N Mishra, A Ntoulas, M Corporation US Patent App. 12/485,058, 2009 | 27* | 2009 |