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Ensuring privacy with constrained additive noise by minimizing Fisher information

  • Published:2019-01 Issue: Volume:99 Page:275-288
  • ISSN:0005-1098
  • Container-title:Automatica
  • language:en
  • Short-container-title:Automatica

Author:

Farokhi Farhad,Sandberg Henrik

Funder

McKenzie Fellowship from the University of Melbourne, Australia

Defence Science and Technology Group (DSTG), Australia

VESKI Victoria Fellowship from the Government of Victoria, Australia

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Control and Systems Engineering

Reference62 articles.

1. Privacy constrained information processing;Akyol,2015

2. Differential privacy: on the trade-off between utility and information leakage;Alvim,2012

3. Efficiency versus protection in a general randomized response model;Anderson;Scandinavian Journal of Statistics,1977

4. Information-theoretic asymptotics of Bayes’ methods;Clarke;IEEE Transactions on Information Theory,1990

5. Differential privacy in control and network systems;Cortés,2016

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