# Publications by Year: 2017

Concentration Bounds for High Sensitivity Functions Through Differential Privacy”. arXiv PageAbstract

. 3/2017. “ . 1/2017. “A Semantic Account of Metric Preservation.” Symposium on the Principle of Programming Languages, ACM. arXiv PageAbstract

. 1/2017. “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.

. 2017. “Between Pure and Approximate Differential Privacy.” Journal of Privacy and Confidentiality.Abstract PDF

. 2017. “Decoupled Classifiers for Fair and Efficient Machine Learning.” In Fairness and Transparency in Machine Learning Conference (FATML).Abstract PDF

. 2017. “Differentially Private Submodular Maximization: Data Summarization in Disguise.” In Proceedings of the 34th International Conference on Machine Learning (ICML 2017).Abstract PDF

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

. 2017. “Finite Sample Differentially Private Confidence Intervals.” in 9th Innovations in Theoretical Computer Science Conference (ITCS 2018); also presented at Theory and Practice of Differential Privacy Conference (TPDP 2017). arXiv PageAbstract ITCS Version Nov 2017 ArXiv Version

. 2017. “Innovations in Federal Statistics: Combining Data Sources While Protecting Privacy.” National Academies of Sciences, Engineering, and Medicine paper.Abstract

. 2017. “Make Up Your Mind: The Price of Online Queries in Differential Privacy.” Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA). arXiv PageAbstract

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

. 2017. “The Price of Selection in Differential Privacy.” Proceedings of The 30th Conference on Learning Theory Conference (COLT 2017). arXiv Page

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

. 2017. “Reidentification Risks in HIPAA Safe Harbor Data: A study of data from one environmental health study.” in Technology Science.

. 2017. “Securing Dataverse with an Adapted Command Design Pattern.” in the IEEE Secure Development Conference (IEEE 2017).

. 2017. “Tight Lower Bounds for Differentially Private Selection.” in the 58th Annual Symposium on Foundations of Computer Science (FOCS 2017). arXiv Page

. 2017. “Voter Identity Theft: Submitting Changes to Voter Registrations Online to Disrupt Elections.” in Technology Science.

. 2017. “What's Fair?” in the 23rd SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2017).

. 2017. “