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., C. Ilvento, G. N. Rothblum, and P. Sur. “Abstracting fairness: oracles, metrics, and interpretability.” 1st Symposium on Foundations of Responsible Computing, 2020. Download

Dwork, C., M. P. Kim, O. Reingold, G. N. Rothblum, and G. Yona. “Learning from outcomes: evidence-based rankings.” IEEE 60th Annual Symposium on Foundations of Computer Science (FOCS). IEEE, 2019. Download

National Academies of Sciences, Engineering, Medicine. “Federal statistics, multiple data sources, and privacy protection: next steps.” National Academies Press (2018). Download

Slides.pdf

Dwork, C., and V. Feldman. “Privacy-preserving prediction.” In Conference on Learning Theory, 1693-1702, 2018, 1693-1702. Download

Dwork, C., and C. Ilvento. “Fairness under composition.” 10th Innovations in Theoretical Computer Science Conference (ITCS 2019). ITCS, Schloss Dagstuhl-Leibniz-Centrum-für-Informatik, 2018. Download

Bun, M., C. Dwork, G. N. Rothblum, and T. Steinke. “Composable and versatile privacy via truncated cdp.” Proceedings of the 50th Annual ACM SIGACT Symposium on Theory of Computing, 2018, 74-86. Download

Dwork, C., A. Smith, T. Steinke, and J. Ullman. “Exposed! a survey of attacks on private data.” Annual Review of Statistics and Its Application 4 (2017): 61-84. Download

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

Gordon McKay Professor of Computer Science, Harvard University

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

Selected Additional Publications