240 search results - page 7 / 48 » On the Geometry of Differential Privacy |
126
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SIGMOD
2011
ACM
14 years 3 months ago
2011
ACM
Prior work in differential privacy has produced techniques for answering aggregate queries over sensitive data in a privacypreserving way. These techniques achieve privacy by addi...
128
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CCS
2008
ACM
15 years 2 months ago
2008
ACM
We describe the design and implementation of Privacy Oracle, a system that reports on application leaks of user information via the network traffic that they send. Privacy Oracle ...
98
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APPROX
2010
Springer
15 years 2 months ago
2010
Springer
In this paper, we consider the task of answering linear queries under the constraint of differential privacy. This is a general and well-studied class of queries that captures oth...
75
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CORR
2008
Springer
15 years 22 days ago
2008
Springer
In this note we give a precise formulation of "resistance to arbitrary side information" and show that several relaxations of differential privacy imply it. The formulat...
167
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STOC
2010
ACM
15 years 10 months ago
2010
ACM
We ask the question ? how can websites and data aggregators continually release updated statistics, and meanwhile preserve each individual user's privacy? We propose a differ...