Smart Meter Privacy: A Theoretical Framework
Citations
621Â citations
Cites methods from "Smart Meter Privacy: A Theoretical ..."
...A framework for the trade-off between privacy and utility requirement of consumers was presented in [182] based on a hidden Markov model....
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585Â citations
460Â citations
Cites background from "Smart Meter Privacy: A Theoretical ..."
...Reference [9] introduces a novel smart meter communication technology, [10] examines the web and data service aspect of smart meter networks, and [11] proposes a framework for smart meter privacy....
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...Also aggregation, noise addition, and consumer signature flattening have been proposed as ways for privacy protection [11]....
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393Â citations
357Â citations
Cites methods from "Smart Meter Privacy: A Theoretical ..."
...Similar to differential privacy, information-theoretic privacy do also work over preserving the private information by using statistical and analytical tools by leveraging the concept of data disclosure [109], [110]....
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References
2,710Â citations
"Smart Meter Privacy: A Theoretical ..." refers background in this paper
...In general, are complex valued corresponding to the real and reactive measurements and are typically vectors for multi-phase systems [14]....
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632Â citations
"Smart Meter Privacy: A Theoretical ..." refers background in this paper
...Reference [9] proposes additional protection through the use of a trusted escrow service, along with randomized time intervals between the setup of attributable and anonymous data profiles at the smart meter....
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596Â citations
"Smart Meter Privacy: A Theoretical ..." refers background in this paper
...The Gaussian assumption has been borne out for typical appliances in actual measurements by [16]....
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552Â citations
"Smart Meter Privacy: A Theoretical ..." refers background in this paper
...References [2] and [5] propose privacy-enhancing designs using neighborhood-level aggregation and cryptographic protocols to communicate with the energy supplier without compromising the privacy of individual homes....
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..., [5]) or precision (by noise addition, e....
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