@InProceedings{ghosh_et_al:LIPIcs.ITCS.2017.9, author = {Ghosh, Arpita and Kleinberg, Robert}, title = {{Inferential Privacy Guarantees for Differentially Private Mechanisms}}, booktitle = {8th Innovations in Theoretical Computer Science Conference (ITCS 2017)}, pages = {9:1--9:3}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-029-3}, ISSN = {1868-8969}, year = {2017}, volume = {67}, editor = {Papadimitriou, Christos H.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2017.9}, URN = {urn:nbn:de:0030-drops-81451}, doi = {10.4230/LIPIcs.ITCS.2017.9}, annote = {Keywords: differential privacy, statistical inference, statistical mechanics} }