Aleksandra Korolova

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Vasyl PihurSnap, IncVerified email at snapchat.com
Basileal ImanaPostdoctoral Research Associate, Center for Information Technology Policy, Princeton UniversityVerified email at princeton.edu
Úlfar ErlingssonDistinguished Engineer at Google CloudVerified email at google.com
Piotr SapiezynskiAssociate Research Scientist, Northeastern UniversityVerified email at northeastern.edu
Alan MisloveProfessor of Computer Science, Northeastern UniversityVerified email at ccs.neu.edu
John HeidemannUniversity of Southern California / Information Sciences InstituteVerified email at isi.edu
Nina MishraPrincipal Scientist, AmazonVerified email at amazon.com
Krishnaram KenthapadiOracle Health AIVerified email at CS.Stanford.EDU
Alexandros NtoulasNational and Kapodistrian University of AthensVerified email at di.uoa.gr
Brendan AventUniversity of Southern CaliforniaVerified email at usc.edu
Miranda BogenCenter for Democracy & TechnologyVerified email at cdt.org
XiaoFeng WangJames H. Rudy Professor of Computer Science, Indiana University at BloomingtonVerified email at iu.edu
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
Moti YungDistinguished 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
Elie BurszteinGoogle & DeepMind AI Cybersecurity technical and research leadVerified email at google.com
Sai Teja PeddintiGoogle Inc.Verified email at google.com
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	6913	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	2532	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	515	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	369	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	321	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	263	2008
Personalized Social Recommendations: Accurate or Private? A Machanavajjhala, A Korolova, AD Sarma Proceedings of the VLDB Endowment 4 (7), 440-450, 2011	250	2011
Privacy Violations Using Microtargeted Ads: A Case Study A Korolova Journal of Privacy and Confidentiality 3 (1), 27-49, 2011	233	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	172	2013
Auditing for Discrimination in Algorithms Delivering Job Ads B Imana, A Korolova, J Heidemann The Web Conference (WWW), 2021	138	2021
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	122	2017
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	87	2021
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	54	2018
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	52	2018
Preference-Informed Fairness MP Kim, A Korolova, GN Rothblum, G Yona 11th Innovations in Theoretical Computer Science (ITCS), 2020	51	2020
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	48	2014
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	44	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	39*	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	28*	2009

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