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Composable and versatile privacy via truncated cdp

Conference Proceedings

Fairness under composition.

Conference Proceedings

Privacy-preserving prediction.

Conference Paper

Learning from outcomes: evidence-based rankings

Conference Proceedings

Abstracting fairness: oracles, metrics, and interpretability

Conference Proceedings

Non-malleable cryptography

Journal Article

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

Differential privacy

Conference Proceedings

Preserving statistical validity in adaptive data analysis

Conference Proceedings

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

Pricing via processing or combatting junk mail

Conference Proceedings

Fairness through awareness

Conference Proceedings

Learning fair representations

Conference Proceedings

Consensus in the presence of partial synchrony

Journal Article

Note: Winner of the 2007 Dijkstra Prize.