Aleksandra Korolova

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Vasyl PihurSnap, IncVerified email at snapchat.com
Úlfar ErlingssonArchitect at LaceworkVerified email at lacework.net
Nina MishraPrincipal Scientist, AmazonVerified email at amazon.com
Krishnaram KenthapadiFiddler AIVerified email at CS.Stanford.EDU
Piotr SapiezynskiAssociate Research Scientist, Northeastern UniversityVerified email at northeastern.edu
Alan MisloveProfessor of Computer Science, Northeastern UniversityVerified email at ccs.neu.edu
Basileal ImanaPhD Student, University of Southern CaliforniaVerified email at usc.edu
Alexandros NtoulasNational and Kapodistrian University of AthensVerified email at di.uoa.gr
John HeidemannUniversity of Southern California / Information Sciences InstituteVerified email at isi.edu
Brendan AventUniversity of Southern CaliforniaVerified email at usc.edu
Miranda BogenFacebook (Responsible AI)Verified email at fb.com
Atish Das SarmaStaff Research Scientist, eBay Research LabsVerified email at ebay.com
Ashwin MachanavajjhalaAssociate Professor, Duke UniversityVerified email at cs.duke.edu
Ilya MironovMetaVerified email at meta.com
Elie BurszteinSecurity and anti-abuse research lead, GoogleVerified email at google.com
Sai Teja PeddintiGoogle Inc.Verified email at google.com
Moti YungPrincipal Research Scientist Google; Adjunct Research Prof. Columbia U.Verified email at cs.columbia.edu
Benjamin LivshitsReader (Associate Professor++) in Computer ScienceVerified email at imperial.ac.uk
Irfan FaizullabhoyUniversity of Southern CaliforniaVerified email at usc.edu
Guy RothblumWeizmann Institute of ScienceVerified email at alum.mit.edu

Aleksandra Korolova

Assistant Professor of Computer Science and Public Affairs, Princeton University

Verified email at princeton.edu - Homepage

Privacy Differential Privacy Algorithmic Fairness Targeted Advertising Algorithm Auditing


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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	3390	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	1852	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	325	2019
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	285	2009
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	265	2017
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	253	2008
Personalized Social Recommendations: Accurate or Private? A Machanavajjhala, A Korolova, AD Sarma Proceedings of the VLDB Endowment 4 (7), 440-450, 2011	235	2011
Privacy Violations Using Microtargeted Ads: A Case Study A Korolova Journal of Privacy and Confidentiality 3 (1), 27-49, 2011	208	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	139	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	79	2017
Auditing for Discrimination in Algorithms Delivering Job Ads B Imana, A Korolova, J Heidemann The Web Conference (WWW), 2021	65	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	50	2021
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	42	2014
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	38	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	37	2018
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	33	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	33*	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
Preference-Informed Fairness MP Kim, A Korolova, GN Rothblum, G Yona 11th Innovations in Theoretical Computer Science (ITCS), 2020	27	2020
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	26*	2009

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