• DOI:10.1145/2588555.2588581
Corpus ID: 14171472

Blowfish privacy: tuning privacy-utility trade-offs using policies

@article{He2014BlowfishPT,
  title={Blowfish privacy: tuning privacy-utility trade-offs using policies},
  author={X. He and Ashwin Machanavajjhala and B. Ding},
  journal={Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data},
  year={2014}
}

X. He, Ashwin Machanavajjhala, B. Ding

Published 2014

Computer Science

Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data

Privacy definitions provide ways for trading-off the privacy of individuals in a statistical database for the utility of downstream analysis of the data. In this paper, we present Blowfish, a class of privacy definitions inspired by the Pufferfish framework, that provides a rich interface for this trade-off. In particular, we allow data publishers to extend differential privacy using a policy, which specifies (a) secrets, or information that must be kept secret, and (b) constraints that may be… CONTINUE READING

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