Corpus ID: 16861132

Differential Privacy : A Historical Survey

@inproceedings{HILTON2012DifferentialP,
  title={Differential Privacy : A Historical Survey},
  author={MICHAEL HILTON and Cal},
  year={2012}
}
  • MICHAEL HILTON, Cal
  • Published 2012
  • The paper provides a historical survey of differential privacy. It begins with a discussion of the desideratum that the this work is based on. The original motivation for this was a concern for privacy in census data, as described by Dalenius. We will also discuss the landmark paper by Dwork which provides an initial description of differential privacy. There will be a discussion of two separate applications of differential privacy, location pattern mining and health data. Finally we will… CONTINUE READING

    References

    Publications referenced by this paper.
    SHOWING 1-6 OF 6 REFERENCES
    The application of differential privacy to health data
    • 83
    • Open Access
    Differential Privacy: A Survey of Results
    • 1,935
    • Open Access
    No free lunch in data privacy
    • 455
    • Highly Influential
    • Open Access
    Differential Privacy
    • 3,595
    • Open Access
    Differential privacy for location pattern mining
    • 89
    • Open Access
    Towards a methodology for statistical disclosure control
    • 257
    • Highly Influential