70 citations · 293 across the 33 of their papers we have counts for
17 papers · 1 filter
Correspondences between Privacy and Nondiscrimination: Why They Should Be Studied Together
Anupam Datta, Shayak Sen, Michael Carl Tschantz
Privacy and nondiscrimination are related but different. We make this observation precise in two ways. First, we show that both privacy and nondiscrimination have two versions, a c…
Differential Privacy as a Causal Property
Michael Carl Tschantz, Shayak Sen, Anupam Datta
We present associative and causal views of differential privacy. Under the associative view, the possibility of dependencies between data points precludes a simple statement of dif…
Use Privacy in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs
Anupam Datta, Matthew Fredrikson, Gihyuk Ko +2
This paper presents an approach to formalizing and enforcing a class of use privacy properties in data-driven systems. In contrast to prior work, we focus on use restrictions on pr…
Report on the NSF Workshop on Formal Methods for Security
Stephen Chong, Joshua Guttman, Anupam Datta +5
Report on the NSF Workshop on Formal Methods for Security, held 19-20 November 2015.
CASH: A Cost Asymmetric Secure Hash Algorithm for Optimal Password Protection
Jeremiah Blocki, Anupam Datta
An adversary who has obtained the cryptographic hash of a user's password can mount an offline attack to crack the password by comparing this hash value with the cryptographic hash…
Equivalence-based Security for Querying Encrypted Databases: Theory and Application to Privacy Policy Audits
Omar Chowdhury, Deepak Garg, Limin Jia +1
Motivated by the problem of simultaneously preserving confidentiality and usability of data outsourced to third-party clouds, we present two different database encryption schemes t…