Sciweavers

3395 search results - page 8 / 679
» Computational Differential Privacy
Sort
View
EUROSEC
2010
ACM
14 years 4 months ago
Differential privacy for collaborative security
Fighting global security threats with only a local view is inherently difficult. Internet network operators need to fight global phenomena such as botnets, but they are hampered...
Jason Reed, Adam J. Aviv, Daniel Wagner, Andreas H...
CORR
2010
Springer
162views Education» more  CORR 2010»
13 years 7 months ago
Differential Privacy versus Quantitative Information Flow
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...
Mário S. Alvim, Konstantinos Chatzikokolaki...
APPROX
2010
Springer
168views Algorithms» more  APPROX 2010»
13 years 11 months ago
Differential Privacy and the Fat-Shattering Dimension of Linear Queries
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...
Aaron Roth
CORR
2008
Springer
79views Education» more  CORR 2008»
13 years 10 months ago
A Note on Differential Privacy: Defining Resistance to Arbitrary Side Information
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...
Shiva Prasad Kasiviswanathan, Adam Smith
STOC
2010
ACM
618views Algorithms» more  STOC 2010»
14 years 7 months ago
Differential Privacy Under Continual Observation
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...
Cynthia Dwork, Moni Naor, Toniann Pitassi and Guy ...