On the information leakage of differentially-private mechanisms-Reference-Cited by-同舟云学术

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On the information leakage of differentially-private mechanisms

Published:2015-09-16 Issue:4 Volume:23 Page:427-469
ISSN:1875-8924
Container-title:Journal of Computer Security
language:
Short-container-title:JCS

Author:

Alvim Mário S.¹,Andrés Miguel E.²,Chatzikokolakis Konstantinos³,Degano Pierpaolo⁴,Palamidessi Catuscia²⁵

Affiliation:

1. Computer Science Department, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil

2. LIX, École Polytechnique, Palaiseau, France

3. CNRS, École Polytechnique, Palaiseau, France

4. Dipartimento di Informatica, Università di Pisa, Pisa, Italy

5. INRIA, École Polytechnique, Palaiseau, France

Publisher

IOS Press

Subject

Computer Networks and Communications,Hardware and Architecture,Safety, Risk, Reliability and Quality,Software

Reference26 articles.

1. [1]M.S. Alvim, M.E. Andrés, K. Chatzikokolakis, P. Degano and C. Palamidessi, Differential privacy: On the trade-off between utility and information leakage, in: Post-Proceedings of the 8th International Workshop on Formal Aspects in Security and Trust (FAST), G. Barthe, A. Datta and S. Etalle, eds, Lecture Notes in Computer Science, Vol. 7140, Springer, Leuven, Belgium, 2011, pp. 39–54.

2. [2]M.S. Alvim, M.E. Andrés, K. Chatzikokolakis and C. Palamidessi, On the relation between differential privacy and quantitative information flow, in: 38th International Colloquium on Automata, Languages and Programming (ICALP), J. Sgall Luca Aceto and M. Henzinger, eds, Lecture Notes in Computer Science, Vol. 6756, Springer, Zürich, Switzerland, 2011, pp. 60–76.

3. [4]M.S. Alvim, K. Chatzikokolakis, C. Palamidessi and G. Smith, Measuring information leakage using generalized gain functions, in: Proceedings of the 25th IEEE Computer Security Foundations Symposium (CSF), 2012, pp. 265–279.

4. [5]G. Barthe and B. Köpf, Information-theoretic bounds for differentially private mechanisms, in: Proceedings of the 24th IEEE Computer Security Foundations Symposium (CSF), IEEE Computer Society, 2011, pp. 191–204.

5. [6]J.M. Bernardo and A.F.M. Smith, Bayesian Theory, John Wiley & Sons, Inc., 1994.

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