Aleksandra Korolova


Aleksandra Korolova I am a WiSE Gabilan Assistant Professor of Computer Science at USC. Previously, I was a Research Scientist at Google.

My research aims to develop and deploy algorithms and technologies that enable data-driven innovations while preserving privacy.

I received my Ph.D. in Computer Science from Stanford, where I was a Cisco Systems Stanford Graduate Fellow advised by Prof. Rajeev Motwani (RIP, Rajeev) and Prof. Ashish Goel. My Ph.D. thesis focused on protecting privacy when mining and sharing user data, and has been recognized by 2011-2012 Arthur L. Samuel Thesis Award for the best Ph.D. thesis in the Computer Science department at Stanford. While at Stanford, I was fortunate to intern at Microsoft Research, Facebook, Yahoo! Research, and PARC.

I'm on the PC for 3rd Workshop on the Theory and Practice of Differential Privacy, and I am looking forward to participating in Grepsec, Simons Data Privacy Workshop, and International Workshop on Privacy Engineering. Recently, I served on the PC for S&P 2016 and was a panelist at the inaugural Women in Data Science Conference. I teach CSCI599: Privacy in the World of Big Data.


Contact


SAL 206, 941 Bloom Walk, Los Angeles, CA 90089
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Publications

Brendan Avent, Aleksandra Korolova, David Zeber, Torgeir Hovden, Benjamin Livshits   [bibtex]
To appear in 26th USENIX Security Symposium (2017)
Selected for presentation in Private and Secure Machine Learning Workshop @ICML (2017)

Aleksandra Korolova, Vinod Sharma   
FTC PrivacyCon (2017)
[video (starting at 0:30:35)]

Abdulaziz Alhadlaq, Jun Tang, Marwan Almaymoni, Aleksandra Korolova   
10th Workshop on Hot Topics in Privacy Enhancing Technologies (HotPETS'2017 )

Sai Teja Peddinti, Aleksandra Korolova, Elie Bursztein, Geetanjali Sampemane   [bibtex]
IEEE Symposium on Security & Privacy (S&P'2014)
Invited to Special Issue of IEEE Security and Privacy Magazine (2015)

Ăšlfar Erlingsson, Vasyl Pihur, Aleksandra Korolova   [bibtex]
21st ACM Conference on Computer and Communications Security (CCS'2014)
Runner up for the 2015 PET Award
Popular press: Google Research Blog, ComputerWorld, CNET, CDT

Krishnaram Kenthapadi, Aleksandra Korolova, Ilya Mironov, Nina Mishra   [bibtex]
Journal of Privacy and Confidentiality, Volume 5, Issue 1, Pages 39-71 (2013)

Ph.D. Thesis [bibtex]
Winner of the 2011-2012 Arthur L. Samuel Thesis Award,
for the best Ph.D. thesis in the Computer Science department at Stanford.

Aleksandra Korolova   [bibtex]
Journal of Privacy and Confidentiality, Volume 3, Issue 1, Pages 27-49 (2011)
Workshop version in IEEE International Workshop on Privacy Aspects of Data Mining (PADM ’2010)
Co-winner of the 2011 PET Award  [Press release]
Popular press: New York Times, Gawker

Ashwin Machanavajjhala, Aleksandra Korolova, Atish Das Sarma    [bibtex]
37th International Conference on Very Large Databases (VLDB ’2011)
Popular press: MIT Technology Review (arXiv Blog)

Aleksandra Korolova, Krishnaram Kenthapadi, Nina Mishra, Alexandros Ntoulas    [bibtex]
18th International World Wide Web Conference (WWW ’2009)
Nominated for Best Paper Award  [Slides, Video]
Popular press: Microsoft Research, New Scientist

Aleksandra Korolova, Rajeev Motwani, Shubha U. Nabar, Ying Xu   [bibtex]
ACM 17th Conference on Information and Knowledge Management (CIKM ’2008)
Poster version in 24th International Conference on Data Engineering (ICDE ’2008)
Popular press: ACM Crossroads Magazine

Aleksandra Korolova, Ayman Farahat, Philippe Golle   [bibtex]
14th International World Wide Web Conference (WWW ’2005)

Aleksandra Korolova   [bibtex]
Discrete Mathematics, Volume 292, Issues 1-3, Pages 107-117 (March 2005)

Personal

I grew up in Latvia and graduated from Riga secondary school #40, spending fun weeekends preparing for math olympiads at NMS and learning algorithms at Progmeistars. I am indebted for the many opportunities I have had to my family, amazing teachers at the above institutions, and to the George Soros Foundation. My outstanding high school mathematics teacher, Viktor Glukhov, now teaches and tutors in London.

I loved spending my college years at MIT, and especially enjoyed the classes taught by Prof. Patrick Winston. I first tried doing research in Dan Spielman's error-correcting codes class and Joe Gallian's Duluth REU. At Stanford, I enjoyed learning randomized algorithms, algorithmic game theory, cognitive science and design thinking. I also had fun advocating for graduate student interests as part of the Graduate Student Council, and serving as a mentor and Center for Teaching and Learning liason for Computer Science TAs.

In my free time, I enjoy traveling, skiing, and playing tennis.

I proudly support EFF, MIT, and MEET.

Initial design copied from J. Alex Halderman.