# 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 .” 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. “