# Applying Theoretical Advances in Privacy to Computational Social Science Practice: Publications

. 9/2019. “

Heavy Hitters and the Structure of Local Privacy.” In ACM SIGMOD/PODS Conference International Conference on Management of Data (PODS 2018). PDF

. 6/2018. “Practical Approaches to Big Data Privacy Over Time.” International Data Privacy Law, 8, 1, Pp. 29-51. Publisher's Version

. 3/2018. “Bridging the Gap between Computer Science and Legal Approaches to Privacy Kobbi Nissim, Aaron Bembenek, Alexandra Wood, Mark Bun, Marco Gaboardi, Urs Gasser, David R. O’Brien, and Salil Vadhan, Bridging the Gap between Computer Science and Legal Appro.” In , 2nd ed., 31: Pp. 687-780. Harvard Journal of Law & Technology. Publisher's VersionAbstract PDF

. 2018. “The Complexity of Computing the Optimal Composition of Differential Privacy.” In Theory of Cryptography Conference (TCC 2016), 8th ed., 14: Pp. 1-35. Theory of Computing (2018). TOC's VersionAbstract PDF

. 2018. “Differential Privacy: A Primer for a Non-technical Audience.” Vanderbilt Journal of Entertainment and Technology Law , 21, 1, Pp. 209-276.Abstract Preliminary Version Updated Version PDF

. 2018. “Finite Sample Differentially Private Confidence Intervals.” 9th Innovations in Theoretical Computer Science Conference (ITCS 2018). arXiv PageAbstract ITCS Version

. 2018. “A Harm-Reduction Framework for Algorithmic Accountability over Personal Information.” IEEE Security & Privacy , 16, 3, Pp. 34-45. Publisher's Version harm-reduction_framework.pdf

. 2018. “ . 2018. “The Complexity of Differential Privacy.” In Tutorials on the Foundations of Cryptography, Pp. 347-450. Springer, Yehuda Lindell, ed. Publisher's VersionAbstract MANUSCRIPT 2016.pdf MANUSCRIPT 2017.pdf ERRATA 2017.pdf SPRINGER 2017.pdf

. 2017. “The DataTags System: Sharing Sensitive Data with Confidence.” Research Data Alliance (RDA) 8th Plenary on Privacy Implications of Research Data Sets, during International Data Week 2016. PDF

. 2017. “Exposed! A Survey of Attacks on Private Data.” Annual Review of Statistics and Its Application (2017).Abstract PDF

. 2017. “Private Incremental Regression.” in the ACM SIGMOD/PODS Conference (PODS 2017).

. 2017. “Public Policy Modeling using the DataTags Toolset.” In European Social Policy Analysis network (ESPAnet). Israel.Abstract PDF

. 2017. “Generic Attacks on Secure Outsourced Databases.” 23rd ACM Conference on Computer and Communications Security.Abstract PDF

. 10/2016. “PSI (Ψ): a Private data Sharing Interface.” In Theory and Practice of Differential Privacy. New York, NY. ArXiv VersionAbstract TPDP Poster PSI.pdf

. 6/2016. “Truthful Mechanisms for Agents that Value Privacy.” ACM Transactions on Economics and Computation (TEAC), 4, 3. TEAC VersionAbstract PDF

. 6/2016. “Adaptive Learning with Robust Generalization Guarantees.” Conference on Learning Theory (COLT). arXiv VersionAbstract PDF

. 2016. “Algorithmic Stability for Adaptive Data Analysis.” 48th Annual Symposium on the Theory of Computing. arXiv VersionAbstract PDF

. 2016. “Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing.” Proceedings of The 33rd International Conference on Machine Learning, PMLR . Publisher's VersionAbstract PDF

. 2016. “