115 search results - page 5 / 23 » Boosting and Differential Privacy |
CORR
2010
Springer
13 years 7 months ago
2010
Springer
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...
SIGMOD
2011
ACM
13 years 13 days 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...
CCS
2008
ACM
13 years 11 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 ...
APPROX
2010
Springer
13 years 11 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...
CORR
2008
Springer
13 years 9 months 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...