Cynthia Dwork

Publication Activity (10 Years)

Years Active: 1982-2023
Publications (10 Years): 59

Top Venues

CoRR

J. Priv. Confidentiality

STOC

FORC

Publications

Sílvia Casacuberta, Cynthia Dwork, Salil P. Vadhan
Complexity-Theoretic Implications of Multicalibration. CoRR (2023)
Zhun Deng, Cynthia Dwork, Linjun Zhang
HappyMap : A Generalized Multicalibration Method. ITCS (2023)
Cynthia Dwork, Chris Hays, Jon M. Kleinberg, Manish Raghavan
Content Moderation and the Formation of Online Communities: A Theoretical Framework. CoRR (2023)
Zhun Deng, Cynthia Dwork, Linjun Zhang
HappyMap: A Generalized Multi-calibration Method. CoRR (2023)
Cynthia Dwork, Daniel Lee, Huijia Lin, Pranay Tankala
From Pseudorandomness to Multi-Group Fairness and Back. COLT (2023)
Cynthia Dwork, Omer Reingold, Guy N. Rothblum
From the Real Towards the Ideal: Risk Prediction in a Better World. FORC (2023)
Cynthia Dwork, Daniel Lee, Huijia Lin, Pranay Tankala
New Insights into Multi-Calibration. CoRR (2023)
Elbert Du, Cynthia Dwork
Improved Generalization Guarantees in Restricted Data Models. FORC (2022)
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)
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 (2022)
Elbert Du, Cynthia Dwork
Improved Generalization Guarantees in Restricted Data Models. CoRR (2022)
Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona
Outcome indistinguishability. STOC (2021)
Cynthia Dwork, Weijie J. Su, Li Zhang
Differentially private false discovery rate control. J. Priv. Confidentiality 11 (2) (2021)
Cynthia Dwork
Differential Privacy in Distributed Environments: An Overview and Open Questions. PODC (2021)
Marcel Neunhoeffer, Steven Wu, Cynthia Dwork
Private Post-GAN Boosting. ICLR (2021)
Cynthia Dwork
Pseudo-Randomness and the Crystal Ball. CCS (2021)
Maya Burhanpurkar, Zhun Deng, Cynthia Dwork, Linjun Zhang
Scaffolding Sets. CoRR (2021)
Zhun Deng, Cynthia Dwork, Jialiang Wang, Linjun Zhang
Interpreting Robust Optimization via Adversarial Influence Functions. CoRR (2020)
Cynthia Dwork, Christina Ilvento, Meena Jagadeesan
Individual Fairness in Pipelines. FORC (2020)
Zhun Deng, Cynthia Dwork, Jialiang Wang, Linjun Zhang
Interpreting Robust Optimization via Adversarial Influence Functions. ICML (2020)
Cynthia Dwork, Christina Ilvento, Meena Jagadeesan
Individual Fairness in Pipelines. CoRR (2020)
Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona
Outcome Indistinguishability. Electron. Colloquium Comput. Complex. 27 (2020)
Cynthia Dwork, Christina Ilvento, Guy N. Rothblum, Pragya Sur
Abstracting Fairness: Oracles, Metrics, and Interpretability. CoRR (2020)
Cynthia Dwork, Alan F. Karr, Kobbi Nissim, Lars Vilhuber
On Privacy in the Age of COVID-19. J. Priv. Confidentiality 10 (2) (2020)
Cynthia Dwork, Christina Ilvento, Guy N. Rothblum, Pragya Sur
Abstracting Fairness: Oracles, Metrics, and Interpretability. FORC (2020)
Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona
Outcome Indistinguishability. CoRR (2020)
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 (2020)
Marcel Neunhoeffer, Zhiwei Steven Wu, Cynthia Dwork
Private Post-GAN Boosting. CoRR (2020)
Cynthia Dwork, Nitin Kohli, Deirdre K. Mulligan
Differential Privacy in Practice: Expose your Epsilons! J. Priv. Confidentiality 9 (2) (2019)
Cynthia Dwork, Christina Ilvento
Fairness Under Composition. ITCS (2019)
Zhun Deng, Cynthia Dwork, Jialiang Wang, Yao Zhao
Architecture Selection via the Trade-off Between Accuracy and Robustness. CoRR (2019)
Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona
Learning from Outcomes: Evidence-Based Rankings. FOCS (2019)
Cynthia Dwork
Differential Privacy and the US Census. PODS (2019)
Cynthia Dwork, Vitaly Feldman
Privacy-preserving Prediction. CoRR (2018)
Cynthia Dwork, Vitaly Feldman
Privacy-preserving Prediction. COLT (2018)
Mark Bun, Cynthia Dwork, Guy N. Rothblum, Thomas Steinke
Composable and versatile privacy via truncated CDP. STOC (2018)
Cynthia Dwork, Christina Ilvento
Fairness Under Composition. CoRR (2018)
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)
Cynthia Dwork
Reminiscences. J. Priv. Confidentiality 8 (1) (2018)
Cynthia Dwork, Nicole Immorlica, Adam Tauman Kalai, Mark D. M. Leiserson
Decoupled Classifiers for Group-Fair and Efficient Machine Learning. FAT (2018)
Cynthia Dwork
The Future of the Journal of Privacy and Confidentiality. J. Priv. Confidentiality 8 (1) (2018)
Cynthia Dwork, Weijie Su, Li Zhang
Differentially Private False Discovery Rate Control. CoRR (2018)
Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth
Guilt-free data reuse. Commun. ACM 60 (4) (2017)
Cynthia Dwork, George J. Pappas
Privacy in Information-Rich Intelligent Infrastructure. CoRR (2017)
Cynthia Dwork, Nicole Immorlica, Adam Tauman Kalai, Max D. M. Leiserson
Decoupled classifiers for fair and efficient machine learning. CoRR (2017)
John M. Abowd, Lorenzo Alvisi, Cynthia Dwork, Sampath Kannan, Ashwin Machanavajjhala, Jerome P. Reiter
Privacy-Preserving Data Analysis for the Federal Statistical Agencies. CoRR (2017)
Cynthia Dwork
What's Fair? KDD (2017)
Cynthia Dwork, Moni Naor, Guy N. Rothblum
Spooky Interaction and its Discontents: Compilers for Succinct Two-Message Argument Systems. IACR Cryptol. ePrint Arch. 2016 (2016)
Cynthia Dwork, Moni Naor, Guy N. Rothblum
Spooky Interaction and its Discontents: Compilers for Succinct Two-Message Argument Systems. Electron. Colloquium Comput. Complex. 23 (2016)
Cynthia Dwork, Guy N. Rothblum
Concentrated Differential Privacy. CoRR (2016)
Cynthia Dwork, Moni Naor, Guy N. Rothblum
Spooky Interaction and Its Discontents: Compilers for Succinct Two-Message Argument Systems. CRYPTO (3) (2016)
Cynthia Dwork, Frank McSherry, Kobbi Nissim, Adam D. Smith
Calibrating Noise to Sensitivity in Private Data Analysis. J. Priv. Confidentiality 7 (3) (2016)
Cynthia Dwork, Weijie Su, Li Zhang
Private False Discovery Rate Control. CoRR (2015)
Cynthia Dwork, Moni Naor, Omer Reingold, Guy N. Rothblum
Pure Differential Privacy for Rectangle Queries via Private Partitions. ASIACRYPT (2) (2015)
Cynthia Dwork, Aleksandar Nikolov, Kunal Talwar
Efficient Algorithms for Privately Releasing Marginals via Convex Relaxations. Discret. Comput. Geom. 53 (3) (2015)
Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth
Generalization in Adaptive Data Analysis and Holdout Reuse. CoRR (2015)
Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Leon Roth
Preserving Statistical Validity in Adaptive Data Analysis. STOC (2015)
Cynthia Dwork, Adam D. Smith, Thomas Steinke, Jonathan R. Ullman, Salil P. Vadhan
Robust Traceability from Trace Amounts. FOCS (2015)
Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth
Generalization in Adaptive Data Analysis and Holdout Reuse. NIPS (2015)
Cynthia Dwork, Kunal Talwar, Abhradeep Thakurta, Li Zhang
Analyze gauss: optimal bounds for privacy-preserving principal component analysis. STOC (2014)
Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth
Preserving Statistical Validity in Adaptive Data Analysis. CoRR (2014)
Cynthia Dwork, Aaron Roth
The Algorithmic Foundations of Differential Privacy. Found. Trends Theor. Comput. Sci. 9 (3-4) (2014)
Cynthia Dwork, Aleksandar Nikolov, Kunal Talwar
Using Convex Relaxations for Efficiently and Privately Releasing Marginals. SoCG (2014)
Cynthia Dwork, Aleksandar Nikolov, Kunal Talwar
Efficient Algorithms for Privately Releasing Marginals via Convex Relaxations. CoRR (2013)
Richard S. Zemel, Yu Wu, Kevin Swersky, Toniann Pitassi, Cynthia Dwork
Learning Fair Representations. ICML (3) (2013)
Cynthia Dwork, Rebecca Pottenger
Toward practicing privacy. J. Am. Medical Informatics Assoc. 20 (1) (2013)
Cynthia Dwork, Moni Naor, Salil P. Vadhan
The Privacy of the Analyst and the Power of the State. FOCS (2012)
Shuchi Chawla, Cynthia Dwork, Frank McSherry, Kunal Talwar
On Privacy-Preserving Histograms CoRR (2012)
Cynthia Dwork, Moritz Hardt, Toniann Pitassi, Omer Reingold, Richard S. Zemel
Fairness through awareness. ITCS (2012)
Cynthia Dwork
Differential Privacy and the Power of (Formalizing) Negative Thinking - (Extended Abstract). POST (2012)
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) (2011)
Cynthia Dwork
A firm foundation for private data analysis. Commun. ACM 54 (1) (2011)
Cynthia Dwork
The Promise of Differential Privacy: A Tutorial on Algorithmic Techniques. FOCS (2011)
Cynthia Dwork, Moritz Hardt, Toniann Pitassi, Omer Reingold, Richard S. Zemel
Fairness Through Awareness CoRR (2011)
Lars Backstrom, Cynthia Dwork, Jon M. Kleinberg
Wherefore art thou R3579X?: anonymized social networks, hidden patterns, and structural steganography. Commun. ACM 54 (12) (2011)
Cynthia Dwork, Moni Naor, Toniann Pitassi, Guy N. Rothblum
Differential privacy under continual observation. STOC (2010)
Cynthia Dwork, Guy N. Rothblum, Salil P. Vadhan
Boosting and Differential Privacy. FOCS (2010)
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)
Cynthia Dwork, Adam D. Smith
Differential Privacy for Statistics: What we Know and What we Want to Learn. J. Priv. Confidentiality 1 (2) (2010)
Cynthia Dwork, Moni Naor, Toniann Pitassi, Guy N. Rothblum, Sergey Yekhanin
Pan-Private Streaming Algorithms. ICS (2010)
Cynthia Dwork
Differential Privacy in New Settings. SODA (2010)
Cynthia Dwork, Moni Naor, Guy N. Rothblum, Vinod Vaikuntanathan
How Efficient Can Memory Checking Be?. TCC (2009)
Cynthia Dwork, Jing Lei
Differential privacy and robust statistics. STOC (2009)
Cynthia Dwork
The Differential Privacy Frontier (Extended Abstract). TCC (2009)
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)
Cynthia Dwork, Sergey Yekhanin
New Efficient Attacks on Statistical Disclosure Control Mechanisms. CRYPTO (2008)
Cynthia Dwork
Differential Privacy: A Survey of Results. TAMC (2008)
Cynthia Dwork, Moni Naor
Zaps and Their Applications. SIAM J. Comput. 36 (6) (2007)
Lars Backstrom, Cynthia Dwork, Jon M. Kleinberg
Wherefore art thou r3579x?: anonymized social networks, hidden patterns, and structural steganography. WWW (2007)
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)
Cynthia Dwork
An Ad Omnia Approach to Defining and Achieving Private Data Analysis. PinKDD (2007)
Miklós Ajtai, Cynthia Dwork
The First and Fourth Public-Key Cryptosystems with Worst-Case/Average-Case Equivalence.. Electron. Colloquium Comput. Complex. 14 (097) (2007)
Cynthia Dwork, Frank McSherry, Kunal Talwar
The price of privacy and the limits of LP decoding. STOC (2007)
Cynthia Dwork
Ask a Better Question, Get a Better Answer A New Approach to Private Data Analysis. ICDT (2007)
Nir Ailon, Steve Chien, Cynthia Dwork
On Clusters in Markov Chains. LATIN (2006)
Miklós Ajtai, Cynthia Dwork, Larry J. Stockmeyer
An Architecture for Provably Secure Computation. LATIN (2006)
Cynthia Dwork, Krishnaram Kenthapadi, Frank McSherry, Ilya Mironov, Moni Naor
Our Data, Ourselves: Privacy Via Distributed Noise Generation. EUROCRYPT (2006)
Cynthia Dwork, Frank McSherry, Kobbi Nissim, Adam D. Smith
Calibrating Noise to Sensitivity in Private Data Analysis. TCC (2006)
Cynthia Dwork
Differential Privacy. ICALP (2) (2006)
Cynthia Dwork, Moni Naor, Hoeteck Wee
Pebbling and Proofs of Work. CRYPTO (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Cynthia Dwork