1.1k citations · 2.1k across the 73 of their papers we have counts for
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cs.LO2011★ 41 cited
On the relation between Differential Privacy and Quantitative Information Flow
Mário S. Alvim, Miguel E. Andrés, Konstantinos Chatzikokolakis +1
Differential privacy is a notion that has emerged in the community of statistical databases, as a response to the problem of protecting the privacy of the database's participants w…
cs.CR2011★ 118 cited
Differential Privacy: on the trade-off between Utility and Information Leakage
Mário S. Alvim, Miguel E. Andrés, Konstantinos Chatzikokolakis +2
Differential privacy is a notion of privacy that has become very popular in the database community. Roughly, the idea is that a randomized query mechanism provides sufficient priva…