Generalized Gaussian Mechanism for Differential Privacy

C. Dwork, F. McSherry, K. Nissim, and A. Smith, “Calibrating noise to sensitivity in private data analysis,” in Theory of cryptography . Springer, 2006, pp. 265–284

2006

Earlier work this paper cites.

C. Dwork, “Differential privacy,” in Proceedings of the International Colloquium on Automata, Languages and Programming (ICALP) . Springer-Verlag ARCoSS, 2006, pp. 1–12

2006

Earlier work this paper cites.

C. Dwork, K. Kenthapadi, F. McSherry, I. Mironov, and M. Naor, “Our data, ourselves: privacy via distributed noise generation,” in Advances in Cryptology: Proceedings of EUROCRYPT . Springer Berlin Heidelberg, 2006, pp. 485–503

2006

Earlier work this paper cites.

F. McSherry and K. Talwar, “Mechanism design via differential privacy,” in 48th Annual IEEE Symposium on Foundations of Computer Science , 2007, pp. 94–103

2007

Earlier work this paper cites.

K. Nissim, S. Raskhodnikova, and A. Smith, “Smooth sensitivity and sampling in private data analysis,” Proceedings of the 39th ACM Symposium on Theory of Computing , p. 75–84, 2007

2007

Earlier work this paper cites.

C. Dwork, “Differential privacy: A survey of results,” Theory and Applications of Models of Computation , vol. 4978, pp. 1–19, 2008

2008

Earlier work this paper cites.

A. Machanavajjhala, D. Kifer, J. Abowd, J. Gehrke, and L. Vilhuber, “Privacy: Theory meets practice on the map,” IEEE ICDE 24th International Conference , pp. 277 – 286, 2008

2008

Earlier work this paper cites.

F. McSherry, “Privacy integrated queries: an extensible platform for privacy-preserving data analysis,” in Proceedings of the 2009 ACM SIGMOD International Conference on Management of data . ACM, 2009, pp. 19–30

2009

Earlier work this paper cites.

C. Dwork and J. Lei, “Differential privacy and robust statistics,” Proceedings of the 41rd ACM symposium on Theory of computing , pp. 371–380, 2009

2009

Cited alongside, same era.

A. Roth and T. Roughgarden, “Interactive privacy via the median mechanism,” in Proceedings of the 42nd ACM Symposium on Theory of Computing , June 5-8, 2010

2010

Cited alongside, same era.

M. Hardt and K. Talwar, “On the geometry of differential privacy,” Proceedings of the Forty-second ACM Symposium on Theory of Computing, STOC ’10 , pp. 705–714, 2010

2010

Cited alongside, same era.

——, “Differential privacy,” in Encyclopedia of Cryptography and Security . Springer, 2011, pp. 338–340

2011

Cited alongside, same era.

M. Hardt, K. Ligett, and F. McSherry, “A simple and practical algorithm for differentially private data release,” arXiv:1012.4763v2 , 2012

Original

M. Lichman, “UCI machine learning repository,” 2013. [Online]. Available: http://archive.ics.uci.edu/ml

2013

Later among the works it cites.

C. Dwork and A. Roth, The Algorithmic Foundation of Differential Privacy . Now Publishes, Inc., 2014

2014

Later among the works it cites.

C. Dimitrakakis, B. Nelson, A. Mitrokotsa, and B. Rubinstein, “Robust and private bayesian inference,” in Algorithmic Learning Theory ALT 2014 , P. Auer, A. Clark, T. Zeugmann, and S. Zilles, Eds. Spring, Cham, 2014

2014

Later among the works it cites.

T. Steinke and J. Ullman, “Between pure and approximate differential privacy,” arXiv:1501.06095v1 , 2015

Original

2015

Later among the works it cites.

B. Mark, J. Ullman, and S. Vadhan, “Fingerprinting codes and the price of approximate differential privacy,” arXiv:1311.3158v2 , 2015

Original