• DocumentCode
    114755
  • Title

    Privacy and customer segmentation in the smart grid

  • Author

    Ratliff, Lillian J. ; Dong, Roy ; Ohlsson, Henrik ; Cardenas, Alvaro A. ; Sastry, S. Shankar

  • Author_Institution
    Fac. of Electr. Eng. & Comput. Sci., Univ. of California, Berkeley, Berkeley, CA, USA
  • fYear
    2014
  • fDate
    15-17 Dec. 2014
  • Firstpage
    2136
  • Lastpage
    2141
  • Abstract
    In the electricity grid, networked sensors which record and transmit increasingly high-granularity data are being deployed. In such a setting, privacy concerns are a natural consideration. In order to obtain the consumer´s valuation of privacy, we design a screening mechanism consisting of a menu of contracts offered to the energy consumer with varying guarantees of privacy. The screening process is a means to segment customers. Finally, we design insurance contracts using the probability of a privacy breach to be offered by third-party insurance companies.
  • Keywords
    consumer protection; contracts; data privacy; insurance; smart power grids; customer segmentation; electricity grid; energy consumer; insurance contracts; privacy breach probability; privacy guarantees; screening mechanism; smart grid; third-party insurance companies; Companies; Contracts; Data privacy; Insurance; Measurement; Privacy; Smart grids;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
  • Conference_Location
    Los Angeles, CA
  • Print_ISBN
    978-1-4799-7746-8
  • Type

    conf

  • DOI
    10.1109/CDC.2014.7039714
  • Filename
    7039714