Selected Publications

Below are a selection of recent and featured publications. For a complete list of publications, view Prof. Dwork's Curriculum Vitae.

Some Recent Publications

Dwork, C., O. Reingold, and G. N. Rothblum. “From the real towards the ideal: risk prediction in a better world.” In 4th Symposium on Foundations of Responsible Computing (FORC 2023). Schloss Dagstuhl-Leibniz-Zentrum für Informatik, 2023. Publisher's Version

from_the_real_towards_the_ideal_-_risk_prediction_in_a_better_world.pdf

Dwork, C., D. Lee, H. Lin, and P. Tankala. “From psuedorandomness to multi-group fairness and back.” Thirty-Sixth Annual Conference on Learning Theory (PMLR), 2023, July 2023, pp. 3566-3614. Publisher's Version

from_pseudorandomness_to_multi-group_fairness_and_back.pdf

Dick, T., C. Dwork, M. Kearns, T. Liu, A. Roth, G. Vietri, and S.Wu. “Confidence-ranked reconstruction of census microdata from published statistics.” Proceedings of the National Academy of Sciences, 2023, 120, 8, e2218605120. Publisher's Version

confidence-ranked_reconstruction_of_census_microdata_from_published_statistics.pdf

Dwork, C., M. P. Kim, O. Reingold, G. N. Rothblum, and G. Yona. “Outcome indistinguishability.” Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing. ACM, 2021. Publisher's Version

outcome_indistinguishability.pdf

Selected Additional Publications

Dwork, C., F. Feldman, M. Hardt, T. Pitassi, O. Reingold, and A. L. Roth. “Preserving statistical validity in adaptive data analysis.” Proceedings of the 47th Annual ACM Symposium on Theory of Computing. STOC, 2015. Download Abstract

See also: Dwork, C., Feldman, V., Hardt, M., Pitassi, T., Reingold, O. and Roth, A., 2015. "The reusable holdout: Preserving validity in adaptive data analysis". Science, 349 (6248), pp. 636-638. http://nematilab.info/bmijc/assets/091218_paper.pdf

Zemel, R., Y. Wu, K. Swersky, T. Pitassi, and C. Dwork. “Learning fair representations.” Proceedings of the 30th International Conference on Machine Learning (PMLR), 2013, 28, 3, 325-333. Download

Dwork, C., M. Hardt, T. Pitassi, O. Reingold, and R. Zemel. “Fairness through awareness.” Proceedings of the 3rd Innovations in Theoretical Computer Science Conference (ITCS 12), 2012, 214-226. Download

Dwork, C., F. McSherry, K. Nissim, and A. Smith. “Calibrating noise to sensitivity in private data analysis.” Theory of Cryptography Conference , 2006, 265-284. Download Abstract

Notes: Appeared in Journal of Privacy and Confidentiality, 2016.

Winner of 2017 Gödel Prize.

Dwork, C. “Differential privacy.” International Colloquium on Automata, Languages, and Programming. ICALP, 2006. Download

Dolev, D., C. Dwork, and M. Naor. “Non-malleable cryptography.” SIAM Journal on Computing 30, no. 2 (2000). Download Abstract

Selected for SIAM Review 2003, 45 (4), pp.727 -784. https://epubs.siam.org/doi/10.1137/S0036144503429856

Ajtai, M., and C. Dwork. “A public-key cryptosystem with worst-case/ average-case equivalence.” Proceedings of the 29th Annual ACM Symposium on Theory of Computing, 1997, 284-293. Download

Dwork, C., and M. Naor. “Pricing via processing or combatting junk mail.” Advances in Cryptology: CRYPTO 1992. Annual International Cryptography Conference, 1992. Download

Dolev, D., C. Dwork, and M. Naor. “Non-malleable cryptography.” Proceedings of the 23rd Annual ACM Symposium on Theory of Computing (STOC '91) (1991): 542-552. Download

Dwork, C., N. Lynch, and L. Stockmeyer. “Consensus in the presence of partial synchrony.” Journal of the ACM (JACM) 35, no. 2 (1988): 288-323. Download Abstract

Note: Winner of the 2007 Dijkstra Prize.

Cynthia Dwork

Below are a selection of recent and featured publications. For a complete list of publications, view Prof. Dwork's Curriculum Vitae.

Some Recent Publications

Selected Additional Publications