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
Link To Document