International Association for Cryptologic Research

International Association
for Cryptologic Research

CryptoDB

Shiva Prasad Kasiviswanathan

Publications

Year
Venue
Title
2010
TCC
2008
EPRINT
A Note on Differential Privacy: Defining Resistance to Arbitrary Side Information
Shiva Prasad Kasiviswanathan Adam Smith
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 formulation follows the ideas originally due to Dwork and McSherry, stated implicitly in [Dwork06]. This is, to our knowledge, the first place such a formulation appears explicitly. The proof that relaxed definitions satisfy the Bayesian formulation is new.

Coauthors

Amos Beimel (1)
Kobbi Nissim (1)
Adam Smith (1)