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Cynthia Dwork
Person information

- affiliation: Microsoft Research
- award (2017): Gödel Prize
- award (2007): Dijkstra Prize
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2020 – today
- 2023
- [c103]Zhun Deng, Cynthia Dwork, Linjun Zhang:
HappyMap : A Generalized Multicalibration Method. ITCS 2023: 41:1-41:23 - [i34]Cynthia Dwork, Daniel Lee, Huijia Lin, Pranay Tankala:
New Insights into Multi-Calibration. CoRR abs/2301.08837 (2023) - [i33]Zhun Deng, Cynthia Dwork, Linjun Zhang:
HappyMap: A Generalized Multi-calibration Method. CoRR abs/2303.04379 (2023) - 2022
- [c102]Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona:
Beyond Bernoulli: Generating Random Outcomes that cannot be Distinguished from Nature. ALT 2022: 342-380 - [c101]Elbert Du, Cynthia Dwork:
Improved Generalization Guarantees in Restricted Data Models. FORC 2022: 6:1-6:12 - [i32]Elbert Du, Cynthia Dwork:
Improved Generalization Guarantees in Restricted Data Models. CoRR abs/2207.10668 (2022) - [i31]Travis Dick, Cynthia Dwork, Michael Kearns, Terrance Liu, Aaron Roth, Giuseppe Vietri, Zhiwei Steven Wu:
Confidence-Ranked Reconstruction of Census Microdata from Published Statistics. CoRR abs/2211.03128 (2022) - 2021
- [j47]Cynthia Dwork, Weijie J. Su
, Li Zhang:
Differentially private false discovery rate control. J. Priv. Confidentiality 11(2) (2021) - [c100]Cynthia Dwork:
Pseudo-Randomness and the Crystal Ball. CCS 2021: 1-2 - [c99]Marcel Neunhoeffer, Steven Wu
, Cynthia Dwork:
Private Post-GAN Boosting. ICLR 2021 - [c98]Cynthia Dwork:
Differential Privacy in Distributed Environments: An Overview and Open Questions. PODC 2021: 5 - [c97]Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona:
Outcome indistinguishability. STOC 2021: 1095-1108 - [i30]Maya Burhanpurkar, Zhun Deng, Cynthia Dwork, Linjun Zhang
:
Scaffolding Sets. CoRR abs/2111.03135 (2021) - 2020
- [j46]Cynthia Dwork, Alan F. Karr
, Kobbi Nissim, Lars Vilhuber
:
On Privacy in the Age of COVID-19. J. Priv. Confidentiality 10(2) (2020) - [c96]Cynthia Dwork, Christina Ilvento, Meena Jagadeesan:
Individual Fairness in Pipelines. FORC 2020: 7:1-7:22 - [c95]Cynthia Dwork, Christina Ilvento, Guy N. Rothblum, Pragya Sur:
Abstracting Fairness: Oracles, Metrics, and Interpretability. FORC 2020: 8:1-8:16 - [c94]Zhun Deng, Cynthia Dwork, Jialiang Wang, Linjun Zhang:
Interpreting Robust Optimization via Adversarial Influence Functions. ICML 2020: 2464-2473 - [i29]Cynthia Dwork, Christina Ilvento, Guy N. Rothblum, Pragya Sur:
Abstracting Fairness: Oracles, Metrics, and Interpretability. CoRR abs/2004.01840 (2020) - [i28]Cynthia Dwork, Christina Ilvento, Meena Jagadeesan:
Individual Fairness in Pipelines. CoRR abs/2004.05167 (2020) - [i27]Zhun Deng, Frances Ding, Cynthia Dwork, Rachel Hong, Giovanni Parmigiani, Prasad Patil, Pragya Sur:
Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations. CoRR abs/2006.11478 (2020) - [i26]Marcel Neunhoeffer
, Zhiwei Steven Wu, Cynthia Dwork:
Private Post-GAN Boosting. CoRR abs/2007.11934 (2020) - [i25]Zhun Deng, Cynthia Dwork, Jialiang Wang, Linjun Zhang:
Interpreting Robust Optimization via Adversarial Influence Functions. CoRR abs/2010.01247 (2020) - [i24]Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona:
Outcome Indistinguishability. CoRR abs/2011.13426 (2020) - [i23]Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona:
Outcome Indistinguishability. Electron. Colloquium Comput. Complex. TR20 (2020)
2010 – 2019
- 2019
- [j45]Cynthia Dwork, Nitin Kohli, Deirdre K. Mulligan:
Differential Privacy in Practice: Expose your Epsilons! J. Priv. Confidentiality 9(2) (2019) - [c93]Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona:
Learning from Outcomes: Evidence-Based Rankings. FOCS 2019: 106-125 - [c92]Cynthia Dwork, Christina Ilvento:
Fairness Under Composition. ITCS 2019: 33:1-33:20 - [c91]Cynthia Dwork:
Differential Privacy and the US Census. PODS 2019: 1 - [i22]Zhun Deng, Cynthia Dwork, Jialiang Wang, Yao Zhao:
Architecture Selection via the Trade-off Between Accuracy and Robustness. CoRR abs/1906.01354 (2019) - 2018
- [j44]Cynthia Dwork:
The Future of the Journal of Privacy and Confidentiality. J. Priv. Confidentiality 8(1) (2018) - [j43]Cynthia Dwork:
Reminiscences. J. Priv. Confidentiality 8(1) (2018) - [j42]Cynthia Dwork, Jonathan R. Ullman:
The Fienberg Problem: How to Allow Human Interactive Data Analysis in the Age of Differential Privacy. J. Priv. Confidentiality 8(1) (2018) - [c90]Cynthia Dwork, Vitaly Feldman:
Privacy-preserving Prediction. COLT 2018: 1693-1702 - [c89]Cynthia Dwork, Nicole Immorlica, Adam Tauman Kalai, Mark D. M. Leiserson:
Decoupled Classifiers for Group-Fair and Efficient Machine Learning. FAT 2018: 119-133 - [c88]Mark Bun, Cynthia Dwork, Guy N. Rothblum, Thomas Steinke:
Composable and versatile privacy via truncated CDP. STOC 2018: 74-86 - [i21]Cynthia Dwork, Vitaly Feldman:
Privacy-preserving Prediction. CoRR abs/1803.10266 (2018) - [i20]Cynthia Dwork, Christina Ilvento:
Fairness Under Composition. CoRR abs/1806.06122 (2018) - [i19]Cynthia Dwork, Weijie Su, Li Zhang:
Differentially Private False Discovery Rate Control. CoRR abs/1807.04209 (2018) - 2017
- [j41]Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth:
Guilt-free data reuse. Commun. ACM 60(4): 86-93 (2017) - [c87]Cynthia Dwork:
What's Fair? KDD 2017: 1 - [i18]John M. Abowd, Lorenzo Alvisi, Cynthia Dwork, Sampath Kannan, Ashwin Machanavajjhala, Jerome P. Reiter:
Privacy-Preserving Data Analysis for the Federal Statistical Agencies. CoRR abs/1701.00752 (2017) - [i17]Cynthia Dwork, George J. Pappas:
Privacy in Information-Rich Intelligent Infrastructure. CoRR abs/1706.01985 (2017) - [i16]Cynthia Dwork, Nicole Immorlica, Adam Tauman Kalai, Max D. M. Leiserson:
Decoupled classifiers for fair and efficient machine learning. CoRR abs/1707.06613 (2017) - 2016
- [j40]Cynthia Dwork, Frank McSherry, Kobbi Nissim
, Adam D. Smith:
Calibrating Noise to Sensitivity in Private Data Analysis. J. Priv. Confidentiality 7(3): 17-51 (2016) - [c86]Cynthia Dwork, Moni Naor, Guy N. Rothblum:
Spooky Interaction and Its Discontents: Compilers for Succinct Two-Message Argument Systems. CRYPTO (3) 2016: 123-145 - [i15]Cynthia Dwork, Guy N. Rothblum:
Concentrated Differential Privacy. CoRR abs/1603.01887 (2016) - [i14]Cynthia Dwork, Moni Naor, Guy N. Rothblum:
Spooky Interaction and its Discontents: Compilers for Succinct Two-Message Argument Systems. Electron. Colloquium Comput. Complex. TR16 (2016) - [i13]Cynthia Dwork, Moni Naor, Guy N. Rothblum:
Spooky Interaction and its Discontents: Compilers for Succinct Two-Message Argument Systems. IACR Cryptol. ePrint Arch. 2016: 291 (2016) - 2015
- [j39]Cynthia Dwork, Aleksandar Nikolov, Kunal Talwar:
Efficient Algorithms for Privately Releasing Marginals via Convex Relaxations. Discret. Comput. Geom. 53(3): 650-673 (2015) - [c85]Cynthia Dwork, Moni Naor, Omer Reingold, Guy N. Rothblum:
Pure Differential Privacy for Rectangle Queries via Private Partitions. ASIACRYPT (2) 2015: 735-751 - [c84]Cynthia Dwork, Adam D. Smith, Thomas Steinke, Jonathan R. Ullman, Salil P. Vadhan:
Robust Traceability from Trace Amounts. FOCS 2015: 650-669 - [c83]Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth:
Generalization in Adaptive Data Analysis and Holdout Reuse. NIPS 2015: 2350-2358 - [c82]Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Leon Roth:
Preserving Statistical Validity in Adaptive Data Analysis. STOC 2015: 117-126 - [i12]Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth:
Generalization in Adaptive Data Analysis and Holdout Reuse. CoRR abs/1506.02629 (2015) - [i11]Cynthia Dwork, Weijie Su, Li Zhang:
Private False Discovery Rate Control. CoRR abs/1511.03803 (2015) - 2014
- [j38]Cynthia Dwork, Aaron Roth:
The Algorithmic Foundations of Differential Privacy. Found. Trends Theor. Comput. Sci. 9(3-4): 211-407 (2014) - [c81]Cynthia Dwork, Aleksandar Nikolov, Kunal Talwar:
Using Convex Relaxations for Efficiently and Privately Releasing Marginals. SoCG 2014: 261 - [c80]Cynthia Dwork, Kunal Talwar, Abhradeep Thakurta, Li Zhang:
Analyze gauss: optimal bounds for privacy-preserving principal component analysis. STOC 2014: 11-20 - [i10]Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth:
Preserving Statistical Validity in Adaptive Data Analysis. CoRR abs/1411.2664 (2014) - 2013
- [j37]Cynthia Dwork, Rebecca Pottenger:
Toward practicing privacy. J. Am. Medical Informatics Assoc. 20(1): 102-108 (2013) - [c79]Richard S. Zemel, Yu Wu, Kevin Swersky, Toniann Pitassi, Cynthia Dwork:
Learning Fair Representations. ICML (3) 2013: 325-333 - [i9]Cynthia Dwork, Aleksandar Nikolov, Kunal Talwar:
Efficient Algorithms for Privately Releasing Marginals via Convex Relaxations. CoRR abs/1308.1385 (2013) - 2012
- [c78]Cynthia Dwork, Moni Naor, Salil P. Vadhan:
The Privacy of the Analyst and the Power of the State. FOCS 2012: 400-409 - [c77]Cynthia Dwork, Moritz Hardt, Toniann Pitassi, Omer Reingold, Richard S. Zemel:
Fairness through awareness. ITCS 2012: 214-226 - [c76]Cynthia Dwork:
Differential Privacy and the Power of (Formalizing) Negative Thinking - (Extended Abstract). POST 2012: 1-2 - [i8]Shuchi Chawla, Cynthia Dwork, Frank McSherry, Kunal Talwar:
On Privacy-Preserving Histograms. CoRR abs/1207.1371 (2012) - 2011
- [j36]Cynthia Dwork:
A firm foundation for private data analysis. Commun. ACM 54(1): 86-95 (2011) - [j35]Lars Backstrom, Cynthia Dwork, Jon M. Kleinberg:
Wherefore art thou R3579X?: anonymized social networks, hidden patterns, and structural steganography. Commun. ACM 54(12): 133-141 (2011) - [j34]Shuchi Chawla, Cynthia Dwork, Venkatesan Guruswami:
Special Section on the Fortieth Annual ACM Symposium On Theory Of Computing (STOC 2008). SIAM J. Comput. 40(6): 1738 (2011) - [c75]Cynthia Dwork:
The Promise of Differential Privacy: A Tutorial on Algorithmic Techniques. FOCS 2011: 1-2 - [r3]Cynthia Dwork:
Differential Privacy. Encyclopedia of Cryptography and Security (2nd Ed.) 2011: 338-340 - [r2]Cynthia Dwork:
Non-Malleability. Encyclopedia of Cryptography and Security (2nd Ed.) 2011: 849-852 - [i7]Cynthia Dwork, Moritz Hardt, Toniann Pitassi, Omer Reingold, Richard S. Zemel:
Fairness Through Awareness. CoRR abs/1104.3913 (2011) - 2010
- [j33]Cynthia Dwork, Adam D. Smith:
Differential Privacy for Statistics: What we Know and What we Want to Learn. J. Priv. Confidentiality 1(2) (2010) - [j32]Cynthia Dwork, Moni Naor:
On the Difficulties of Disclosure Prevention in Statistical Databases or The Case for Differential Privacy. J. Priv. Confidentiality 2(1) (2010) - [c74]Cynthia Dwork, Guy N. Rothblum, Salil P. Vadhan:
Boosting and Differential Privacy. FOCS 2010: 51-60 - [c73]Cynthia Dwork, Moni Naor, Toniann Pitassi, Guy N. Rothblum, Sergey Yekhanin:
Pan-Private Streaming Algorithms. ICS 2010: 66-80 - [c72]Cynthia Dwork:
Differential Privacy in New Settings. SODA 2010: 174-183 - [c71]Cynthia Dwork, Moni Naor, Toniann Pitassi, Guy N. Rothblum:
Differential privacy under continual observation. STOC 2010: 715-724
2000 – 2009
- 2009
- [c70]Cynthia Dwork, Jing Lei:
Differential privacy and robust statistics. STOC 2009: 371-380 - [c69]Cynthia Dwork, Moni Naor, Omer Reingold, Guy N. Rothblum, Salil P. Vadhan:
On the complexity of differentially private data release: efficient algorithms and hardness results. STOC 2009: 381-390 - [c68]Cynthia Dwork:
The Differential Privacy Frontier (Extended Abstract). TCC 2009: 496-502 - [c67]Cynthia Dwork, Moni Naor, Guy N. Rothblum, Vinod Vaikuntanathan:
How Efficient Can Memory Checking Be?. TCC 2009: 503-520 - 2008
- [c66]Cynthia Dwork, Sergey Yekhanin:
New Efficient Attacks on Statistical Disclosure Control Mechanisms. CRYPTO 2008: 469-480 - [c65]Cynthia Dwork:
Differential Privacy: A Survey of Results. TAMC 2008: 1-19 - [e3]Cynthia Dwork:
Proceedings of the 40th Annual ACM Symposium on Theory of Computing, Victoria, British Columbia, Canada, May 17-20, 2008. ACM 2008, ISBN 978-1-60558-047-0 [contents] - 2007
- [j31]Cynthia Dwork, Moni Naor:
Zaps and Their Applications. SIAM J. Comput. 36(6): 1513-1543 (2007) - [c64]Cynthia Dwork:
Ask a Better Question, Get a Better Answer A New Approach to Private Data Analysis. ICDT 2007: 18-27 - [c63]Cynthia Dwork:
An Ad Omnia Approach to Defining and Achieving Private Data Analysis. PinKDD 2007: 1-13 - [c62]Boaz Barak, Kamalika Chaudhuri, Cynthia Dwork, Satyen Kale, Frank McSherry, Kunal Talwar:
Privacy, accuracy, and consistency too: a holistic solution to contingency table release. PODS 2007: 273-282 - [c61]Cynthia Dwork, Frank McSherry, Kunal Talwar:
The price of privacy and the limits of LP decoding. STOC 2007: 85-94 - [c60]Lars Backstrom, Cynthia Dwork, Jon M. Kleinberg:
Wherefore art thou r3579x?: anonymized social networks, hidden patterns, and structural steganography. WWW 2007: 181-190 - [i6]Miklós Ajtai, Cynthia Dwork:
The First and Fourth Public-Key Cryptosystems with Worst-Case/Average-Case Equivalence.. Electron. Colloquium Comput. Complex. TR07 (2007) - 2006
- [c59]Cynthia Dwork, Krishnaram Kenthapadi, Frank McSherry, Ilya Mironov
, Moni Naor:
Our Data, Ourselves: Privacy Via Distributed Noise Generation. EUROCRYPT 2006: 486-503 - [c58]Cynthia Dwork:
Differential Privacy. ICALP (2) 2006: 1-12 - [c57]Nir Ailon, Steve Chien, Cynthia Dwork:
On Clusters in Markov Chains. LATIN 2006: 43-55 - [c56]Miklós Ajtai, Cynthia Dwork, Larry J. Stockmeyer:
An Architecture for Provably Secure Computation. LATIN 2006: 56-67 - [c55]Cynthia Dwork, Frank McSherry, Kobbi Nissim, Adam D. Smith:
Calibrating Noise to Sensitivity in Private Data Analysis. TCC 2006: 265-284 - [e2]Cynthia Dwork:
Advances in Cryptology - CRYPTO 2006, 26th Annual International Cryptology Conference, Santa Barbara, California, USA, August 20-24, 2006, Proceedings. Lecture Notes in Computer Science 4117, Springer 2006, ISBN 3-540-37432-9 [contents] - 2005
- [c54]Cynthia Dwork, Moni Naor, Hoeteck Wee:
Pebbling and Proofs of Work. CRYPTO 2005: 37-54 - [c53]Cynthia Dwork:
Sub-linear Queries Statistical Databases: Privacy with Power. CT-RSA 2005: 1-6 - [c52]Avrim Blum, Cynthia Dwork, Frank McSherry, Kobbi Nissim:
Practical privacy: the SuLQ framework. PODS 2005: 128-138 - [c51]Shuchi Chawla, Cynthia Dwork, Frank McSherry, Adam D. Smith, Hoeteck Wee:
Toward Privacy in Public Databases. TCC 2005: 363-385 - [c50]Shuchi Chawla, Cynthia Dwork, Frank McSherry, Kunal Talwar:
On Privacy-Preserving Histograms. UAI 2005 - [r1]Cynthia Dwork:
Nonmalleability. Encyclopedia of Cryptography and Security 2005 - 2004
- [j30]Cynthia Dwork, Moni Naor, Amit Sahai:
Concurrent zero-knowledge. J. ACM 51(6): 851-898 (2004) - [c49]Cynthia Dwork, Kobbi Nissim:
Privacy-Preserving Datamining on Vertically Partitioned Databases. CRYPTO 2004: 528-544 - [c48]Cynthia Dwork, Moni Naor, Omer Reingold:
Immunizing Encryption Schemes from Decryption Errors. EUROCRYPT 2004: 342-360 - [c47]Cynthia Dwork:
Fighting Spam: The Science. LATIN 2004: 3-4 - [c46]Cynthia Dwork, Ronen Shaltiel, Adam D. Smith, Luca Trevisan:
List-Decoding of Linear Functions and Analysis of a Two-Round Zero-Knowledge Argument. TCC 2004: 101-120 - 2003
- [j29]Steve Chien, Cynthia Dwork, Ravi Kumar, Daniel R. Simon, D. Sivakumar:
Link Evolution: Analysis and Algorithms. Internet Math. 1(3): 277-304 (2003) - [j28]Cynthia Dwork, Moni Naor, Omer Reingold, Larry J. Stockmeyer:
Magic Functions. J. ACM 50(6): 852-921 (2003) - [j27]Danny Dolev
, Cynthia Dwork, Moni Naor:
Nonmalleable Cryptography. SIAM Rev. 45(4): 727-784 (2003) - [c45]Cynthia Dwork, Andrew V. Goldberg, Moni Naor:
On Memory-Bound Functions for Fighting Spam. CRYPTO 2003: 426-444 - 2002
- [c44]Cynthia Dwork, Larry J. Stockmeyer:
2-round zero knowledge and proof auditors. STOC 2002: 322-331 - [i5]Cynthia Dwork, Moni Naor:
Zaps and Their Applications. Electron. Colloquium Comput. Complex. TR02 (2002) - 2001
- [c43]Cynthia Dwork, Ravi Kumar, Moni Naor, D. Sivakumar:
Rank aggregation methods for the Web. WWW 2001: 613-622 - 2000
- [j26]Danny Dolev
, Cynthia Dwork, Moni Naor:
Nonmalleable Cryptography. SIAM J. Comput. 30(2): 391-437 (2000) - [c42]Cynthia Dwork, Moni Naor:
Zaps and Their Applications. FOCS 2000: 283-293 - [i4]Cynthia Dwork, Joseph Y. Halpern, Orli Waarts:
Performing work efficiently in the presence of faults. CoRR cs.DC/0006008 (2000)
1990 – 1999
- 1999
- [j25]Cynthia Dwork, Maurice Herlihy, Serge A. Plotkin, Orli Waarts:
Time-Lapse Snapshots. SIAM J. Comput. 28(5): 1848-1874 (1999) - [c41]Cynthia Dwork, Moni Naor, Omer Reingold, Larry J. Stockmeyer:
Magic Functions. FOCS 1999: 523-534 - [i3]Cynthia Dwork, Moni Naor, Amit Sahai:
Concurrent Zero-Knowledge. IACR Cryptol. ePrint Arch. 1999: 23 (1999) - 1998
- [j24]Cynthia Dwork, Moni Naor:
An Efficient Existentially Unforgeable Signature Scheme and Its Applications. J. Cryptol. 11(3): 187-208 (1998) - [j23]Cynthia Dwork, Joseph Y. Halpern, Orli Waarts:
Performing Work Efficiently in the Presence of Faults. SIAM J. Comput. 27(5): 1457-1491 (1998) - [c40]