Universal Privacy Guarantees for Smart Meters

@article{Arrieta2019UniversalPG,
  title={Universal Privacy Guarantees for Smart Meters},
  author={Miguel Arrieta and I{\~n}aki Esnaola and Michelle Effros},
  journal={2019 IEEE International Symposium on Information Theory (ISIT)},
  year={2019},
  pages={2154-2158}
}
  • Miguel Arrieta, Iñaki Esnaola, Michelle Effros
  • Published in
    IEEE International Symposium on Information…
    2019
  • DOI:10.1109/ISIT.2019.8849679
Smart meters enable improvements in electricity distribution system efficiency at some cost in customer privacy. Users with home batteries can mitigate this privacy loss by applying charging policies that mask their underlying energy use. A battery charging policy is proposed and shown to provide universal privacy guarantees subject to a constraint on energy cost. The guarantee bounds our strategy’s maximal information leakage from the user to the utility provider under general stochastic… CONTINUE READING

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References

Publications referenced by this paper.
SHOWING 1-10 OF 25 REFERENCES

Optimal coding strategies for certain permuting channels

  • IEEE Trans. Information Theory
  • 1987
VIEW 7 EXCERPTS
HIGHLY INFLUENTIAL

Privacy-Aware Smart Metering: Progress and Challenges

  • IEEE Signal Processing Magazine
  • 2018
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

Privacy for Smart Meters: Towards Undetectable Appliance Load Signatures

  • 2010 First IEEE International Conference on Smart Grid Communications
  • 2010
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

A Tunable Measure for Information Leakage

  • 2018 IEEE International Symposium on Information Theory (ISIT)
  • 2018
VIEW 3 EXCERPTS

Smart meter privacy via the trapdoor channel

  • 2017 IEEE International Conference on Smart Grid Communications (SmartGridComm)
  • 2017
VIEW 2 EXCERPTS

An operational measure of information leakage

  • 2016 Annual Conference on Information Science and Systems (CISS)
  • 2016
VIEW 1 EXCERPT

Smart meter privacy with renewable energy and a finite capacity battery

  • 2016 IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
  • 2016
VIEW 1 EXCERPT