115 search results - page 3 / 23 » Boosting and Differential Privacy |
PSD
2010
Springer
13 years 8 months ago
2010
Springer
Recently Sarathy and Muralidhar (2009) provided the first attempt at illustrating the implementation of differential privacy for numerical data. In this paper, we attempt to provid...
ICDM
2009
IEEE
14 years 4 months ago
2009
IEEE
—The concept of differential privacy as a rigorous definition of privacy has emerged from the cryptographic community. However, further careful evaluation is needed before we ca...
SODA
2010
ACM
13 years 7 months ago
2010
ACM
Differential privacy is a recent notion of privacy tailored to the problem of statistical disclosure control: how to release statistical information about a set of people without ...
POPL
2012
ACM
12 years 5 months ago
2012
ACM
Differential privacy is a notion of confidentiality that protects the privacy of individuals while allowing useful computations on their private data. Deriving differential priva...
FOCS
2010
IEEE
13 years 7 months ago
2010
IEEE
We study differential privacy in a distributed setting where two parties would like to perform analysis of their joint data while preserving privacy for both datasets. Our results ...