Using tools from information theory, a new framework is presented that abstracts both the privacy and the utility requirements of smart meter data. This leads to a novel privacy-utility tradeoff problem with minimal assumptions that is tractable.
Aug 10, 2011
Using tools from information theory, a new framework is presented that abstracts both the privacy and the utility requirements of smart meter data. This leads ...
Using tools from information theory, a new framework is presented that abstracts both the privacy and the utility requirements of smart meter data. This leads ...
Aug 10, 2011 · Using tools from information theory, a new framework is presented that abstracts both the privacy and the utility requirements of smart meter.
Using tools from information theory, a new framework is presented that abstracts both the privacy and the utility requirements of smart meter data and shows ...
Dec 30, 2014 · Using tools from information theory, a new framework is presented that abstracts both the privacy and the utility requirements of smart meter ...
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Sep 20, 2012 · Using tools from information theory and a hidden Markov model for the measurements, a new framework is presented that abstracts both the privacy ...
A new framework is presented that abstracts both the privacy and the utility requirements of smart meter data and exploits the presence of high-power but ...
We present a formal model for the time-series smart meter data and metrics for utility and privacy of the data. Observing that the meter data is a cumulative ...
Using tools from information theory and a hidden Markov model for the measurements, a new framework is presented that abstracts both the privacy and the utility ...