# Selected Publications ## Selected Publications *Below are a selection of recent and featured publications. For a complete list of publications, view Prof. Dwork's* [***Curriculum Vitae.***](/file_url/106) ## Some Recent Publications Download 4 citations download- [BibTeX](/bibcite/export?pager_style=no_pager&number_of_items=5&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=23221&&&format=bibtex) - [EndNote X3 XML](/bibcite/export?pager_style=no_pager&number_of_items=5&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=23221&&&format=endnote8) - [EndNote 7 XML](/bibcite/export?pager_style=no_pager&number_of_items=5&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=23221&&&format=endnote7) - [Endnote tagged](/bibcite/export?pager_style=no_pager&number_of_items=5&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=23221&&&format=tagged) - [Marc](/bibcite/export?pager_style=no_pager&number_of_items=5&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=23221&&&format=marc) - [PubMedId](/bibcite/export?pager_style=no_pager&number_of_items=5&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=23221&&&format=pubmed_id) - [RIS](/bibcite/export?pager_style=no_pager&number_of_items=5&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=23221&&&format=ris) ### 2023 Dick, T., C. Dwork, M. Kearns, T. Liu, A. Roth, G. Vietri, and S.Wu. “[Confidence-Ranked Reconstruction of Census Microdata from Published Statistics.](/publications/confidence-ranked-reconstruction-census-microdata-published-statistics)”. *Proceedings of the National Academy of Sciences*. Dick, T., C. Dwork, M. Kearns, T. Liu, A. Roth, G. Vietri, and S.Wu. “[Confidence-Ranked Reconstruction of Census Microdata from Published Statistics.](/publications/confidence-ranked-reconstruction-census-microdata-published-statistics)”. *Proceedings of the National Academy of Sciences*. - [ descriptionPublisher's Version](chrome-extension:https://www.pnas.org/doi/pdf/10.1073/pnas.2218605120) - [ picture\_as\_pdfconfidence-ranked\_reconst...](/sites/g/files/omnuum6186/files/dwork/files/confidence-ranked_reconstruction_of_census_microdata_from_published_statistics.pdf) - [ descriptionPublisher's Version](chrome-extension:https://www.pnas.org/doi/pdf/10.1073/pnas.2218605120) - [ picture\_as\_pdfconfidence-ranked\_reconst...](/sites/g/files/omnuum6186/files/dwork/files/confidence-ranked_reconstruction_of_census_microdata_from_published_statistics.pdf) Dwork, C., D. Lee, H. Lin, and P. Tankala. “[From Psuedorandomness to Multi-Group Fairness and Back](/publications/psuedorandomness-multi-group-fairness-and-back)”. *Thirty-Sixth Annual Conference on Learning Theory (PMLR)*. Dwork, C., D. Lee, H. Lin, and P. Tankala. “[From Psuedorandomness to Multi-Group Fairness and Back](/publications/psuedorandomness-multi-group-fairness-and-back)”. *Thirty-Sixth Annual Conference on Learning Theory (PMLR)*. - [ descriptionPublisher's Version](chrome-extension://efahttps://proceedings.mlr.press/v195/dwork23a/dwork23a.pdf) - [ picture\_as\_pdffrom\_pseudorandomness\_to\_...](/sites/g/files/omnuum6186/files/dwork/files/from_pseudorandomness_to_multi-group_fairness_and_back.pdf) - [ descriptionPublisher's Version](chrome-extension://efahttps://proceedings.mlr.press/v195/dwork23a/dwork23a.pdf) - [ picture\_as\_pdffrom\_pseudorandomness\_to\_...](/sites/g/files/omnuum6186/files/dwork/files/from_pseudorandomness_to_multi-group_fairness_and_back.pdf) Dwork, C., O. Reingold, and G. N. Rothblum. “[From the Real towards the Ideal: Risk Prediction in a Better World](/publications/real-towards-ideal-risk-prediction-better-world)”. In *4th Symposium on Foundations of Responsible Computing (FORC 2023)*. Schloss Dagstuhl-Leibniz-Zentrum für Informatik, 2023. Dwork, C., O. Reingold, and G. N. Rothblum. “[From the Real towards the Ideal: Risk Prediction in a Better World](/publications/real-towards-ideal-risk-prediction-better-world)”. In *4th Symposium on Foundations of Responsible Computing (FORC 2023)*. Schloss Dagstuhl-Leibniz-Zentrum für Informatik, 2023. - [ descriptionPublisher's Version](chrome-extension://efaidnbhttps://drops.dagstuhl.de/opus/volltexte/2023/17922/pdf/LIPIcs-FORC-2023-1.pdf) - [ picture\_as\_pdffrom\_the\_real\_towards\_the...](/sites/g/files/omnuum6186/files/dwork/files/from_the_real_towards_the_ideal_-_risk_prediction_in_a_better_world.pdf) - [ descriptionPublisher's Version](chrome-extension://efaidnbhttps://drops.dagstuhl.de/opus/volltexte/2023/17922/pdf/LIPIcs-FORC-2023-1.pdf) - [ picture\_as\_pdffrom\_the\_real\_towards\_the...](/sites/g/files/omnuum6186/files/dwork/files/from_the_real_towards_the_ideal_-_risk_prediction_in_a_better_world.pdf) ### 2021 Dwork, C., M. P. Kim, O. Reingold, G. N. Rothblum, and G. Yona. “[Outcome Indistinguishability](/publications/outcome-indistinguishability-0)”. *Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing*. ACM, 2021. Dwork, C., M. P. Kim, O. Reingold, G. N. Rothblum, and G. Yona. “[Outcome Indistinguishability](/publications/outcome-indistinguishability-0)”. *Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing*. ACM, 2021. - [ descriptionPublisher's Version](https://par.nsf.gov/servelets/purl/10310331) - [ picture\_as\_pdfoutcome\_indistinguishabil...](/sites/g/files/omnuum6186/files/dwork/files/outcome_indistinguishability.pdf) - [ descriptionPublisher's Version](https://par.nsf.gov/servelets/purl/10310331) - [ picture\_as\_pdfoutcome\_indistinguishabil...](/sites/g/files/omnuum6186/files/dwork/files/outcome_indistinguishability.pdf) ## Selected Additional Publications Download 10 citations download- [BibTeX](/bibcite/export?pager_style=no_pager&number_of_items=20&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=22799&&&format=bibtex) - [EndNote X3 XML](/bibcite/export?pager_style=no_pager&number_of_items=20&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=22799&&&format=endnote8) - [EndNote 7 XML](/bibcite/export?pager_style=no_pager&number_of_items=20&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=22799&&&format=endnote7) - [Endnote tagged](/bibcite/export?pager_style=no_pager&number_of_items=20&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=22799&&&format=tagged) - [Marc](/bibcite/export?pager_style=no_pager&number_of_items=20&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=22799&&&format=marc) - [PubMedId](/bibcite/export?pager_style=no_pager&number_of_items=20&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=22799&&&format=pubmed_id) - [RIS](/bibcite/export?pager_style=no_pager&number_of_items=20&sort_field=bibcite_year--desc&taxonomy_filters%5Bfield_hwp_c_publicationcategory1%5D%5B0%5D%5Btarget_id%5D=22799&&&format=ris) ### 2015 Dwork, C., F. Feldman, M. Hardt, T. Pitassi, O. Reingold, and A. L. Roth. “[Preserving Statistical Validity in Adaptive Data Analysis](/publications/preserving-statistical-validity-adaptive-data-analysis)”. *Proceedings of the 47th Annual ACM Symposium on Theory of Computing*. STOC , 2015. Dwork, C., F. Feldman, M. Hardt, T. Pitassi, O. Reingold, and A. L. Roth. “[Preserving Statistical Validity in Adaptive Data Analysis](/publications/preserving-statistical-validity-adaptive-data-analysis)”. *Proceedings of the 47th Annual ACM Symposium on Theory of Computing*. STOC , 2015. - add\_circle\_outline do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://arxiv.org/pdf/1411.2664.pdf) **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](http://nematilab.info/bmijc/assets/091218_paper.pdf) - [ descriptionPublisher's Version](https://arxiv.org/pdf/1411.2664.pdf) ### 2013 Zemel, R., Y. Wu, K. Swersky, T. Pitassi, and C. Dwork. “[Learning Fair Representations](/publications/learning-fair-representations)”. *Proceedings of the 30th International Conference on Machine Learning (PMLR)*. Zemel, R., Y. Wu, K. Swersky, T. Pitassi, and C. Dwork. “[Learning Fair Representations](/publications/learning-fair-representations)”. *Proceedings of the 30th International Conference on Machine Learning (PMLR)*. - [ descriptionPublisher's Version](http://proceedings.mlr.press/v28/zemel13.html) - [ descriptionPublisher's Version](http://proceedings.mlr.press/v28/zemel13.html) ### 2012 Dwork, C., M. Hardt, T. Pitassi, O. Reingold, and R. Zemel. “[Fairness through Awareness](/publications/fairness-through-awareness)”. *Proceedings of the 3rd Innovations in Theoretical Computer Science Conference (ITCS 12)*. Dwork, C., M. Hardt, T. Pitassi, O. Reingold, and R. Zemel. “[Fairness through Awareness](/publications/fairness-through-awareness)”. *Proceedings of the 3rd Innovations in Theoretical Computer Science Conference (ITCS 12)*. - [ descriptionPublisher's Version](https://arxiv.org/abs/1104.3913) - [ descriptionPublisher's Version](https://arxiv.org/abs/1104.3913) ### 2006 Dwork, C., F. McSherry, K. Nissim, and A. Smith. “[Calibrating Noise to Sensitivity in Private Data Analysis](/publications/calibrating-noise-sensitivity-private-data-analysis)”. *Theory of Cryptography Conference* . Dwork, C., F. McSherry, K. Nissim, and A. Smith. “[Calibrating Noise to Sensitivity in Private Data Analysis](/publications/calibrating-noise-sensitivity-private-data-analysis)”. *Theory of Cryptography Conference* . - add\_circle\_outline do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://journalprivacyconfidentiality.org/index.php/jpc/article/download/405/388/) **Notes:** Appeared in *Journal of Privacy and Confidentiality,* 2016. Winner of 2017 Gödel Prize. - [ descriptionPublisher's Version](https://journalprivacyconfidentiality.org/index.php/jpc/article/download/405/388/) Dwork, C. “[Differential Privacy](/publications/differential-privacy)”. *International Colloquium on Automata, Languages, and Programming*. ICALP, 2006. Dwork, C. “[Differential Privacy](/publications/differential-privacy)”. *International Colloquium on Automata, Languages, and Programming*. ICALP, 2006. - [ descriptionPublisher's Version](https://link.springer.com/chapter/10.1007/11787006_1) - [ descriptionPublisher's Version](https://link.springer.com/chapter/10.1007/11787006_1) ### 2000 Dolev, D., C. Dwork, and M. Naor. “[Non-Malleable Cryptography](/publications/non-malleable-cryptography)”. *SIAM Journal on Computing* 30, no. 2 (2000). Dolev, D., C. Dwork, and M. Naor. “[Non-Malleable Cryptography](/publications/non-malleable-cryptography)”. *SIAM Journal on Computing* 30, no. 2 (2000). - add\_circle\_outline do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://epubs.siam.org/doi/10.1137/S0036144503429856) Selected for *SIAM Review 2003*, *45* (4), pp.727 -784. - [ descriptionPublisher's Version](https://epubs.siam.org/doi/10.1137/S0036144503429856) ### 1997 Ajtai, M., and C. Dwork. “[A Public-Key Cryptosystem With Worst-Case Average-Case Equivalence](/publications/public-key-cryptosystem-worst-caseaverage-case-equivalence)”. *Proceedings of the 29th Annual ACM Symposium on Theory of Computing*. Ajtai, M., and C. Dwork. “[A Public-Key Cryptosystem With Worst-Case Average-Case Equivalence](/publications/public-key-cryptosystem-worst-caseaverage-case-equivalence)”. *Proceedings of the 29th Annual ACM Symposium on Theory of Computing*. - [ descriptionPublisher's Version](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.45.7341&rep=rep1&type=pdf) - [ descriptionPublisher's Version](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.45.7341&rep=rep1&type=pdf) ### 1992 Dwork, C., and M. Naor. “[Pricing via Processing or Combatting Junk Mail](/publications/pricing-processing-or-combatting-junk-mail)”. *Advances in Cryptology: CRYPTO 1992*. Annual International Cryptography Conference, 1992. Dwork, C., and M. Naor. “[Pricing via Processing or Combatting Junk Mail](/publications/pricing-processing-or-combatting-junk-mail)”. *Advances in Cryptology: CRYPTO 1992*. Annual International Cryptography Conference, 1992. - [ descriptionPublisher's Version](http://www.wisdom.weizmann.ac.il/~naor/PAPERS/pvp.pdf) - [ descriptionPublisher's Version](http://www.wisdom.weizmann.ac.il/~naor/PAPERS/pvp.pdf) ### 1991 Dolev, D., C. Dwork, and M. Naor. “[Non-Malleable Cryptography](/publications/non-malleable-cryptography-0)”. *Proceedings of the 23rd Annual ACM Symposium on Theory of Computing (STOC ’91)*, 1991, 542-52. Dolev, D., C. Dwork, and M. Naor. “[Non-Malleable Cryptography](/publications/non-malleable-cryptography-0)”. *Proceedings of the 23rd Annual ACM Symposium on Theory of Computing (STOC ’91)*, 1991, 542-52. - [ descriptionPublisher's Version](https://dl.acm.org/doi/10.1145/103418.103474) - [ descriptionPublisher's Version](https://dl.acm.org/doi/10.1145/103418.103474) ### 1988 Dwork, C., N. Lynch, and L. Stockmeyer. “[Consensus in the Presence of Partial Synchrony](/publications/consensus-presence-partial-synchrony)”. *Journal of the ACM (JACM)* 35, no. 2 (1988): 288-323. Dwork, C., N. Lynch, and L. Stockmeyer. “[Consensus in the Presence of Partial Synchrony](/publications/consensus-presence-partial-synchrony)”. *Journal of the ACM (JACM)* 35, no. 2 (1988): 288-323. - add\_circle\_outline do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://www.cstheory.com/stockmeyer@sbcglobal.net/dls.pdf) **Note:** Winner of the 2007 Dijkstra Prize. - [ descriptionPublisher's Version](https://www.cstheory.com/stockmeyer@sbcglobal.net/dls.pdf)