Cryptographic techniques for reasoning about information leakage have recently been brought to bear on the classical problem of statistical disclosure control - revealing accurate statistics about a population while preserving the privacy of individuals. This new perspective has been invaluable in guiding the development of a powerful approach to private data analysis, founded on precise mathematical definitions, and yielding algorithms with provable, meaningful, privacy guarantees. © Springer-Verlag Berlin Heidelberg 2007.
CITATION STYLE
Dwork, C. (2006). Ask a better question, get a better answer a new approach to private data analysis. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4353 LNCS, pp. 18–27). https://doi.org/10.1007/11965893_2
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