Efficient, Differentially Private Point Estimators

Preprint English OPEN
Smith, Adam;
(2008)
  • Subject: Computer Science - Data Structures and Algorithms | Computer Science - Cryptography and Security
    arxiv: Computer Science::Cryptography and Security | Computer Science::Databases

Differential privacy is a recent notion of privacy for statistical databases that provides rigorous, meaningful confidentiality guarantees, even in the presence of an attacker with access to arbitrary side information. We show that for a large class of parametric probab... View more
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