Smart meter privacy a utility-privacy framework

Sep 20,  · 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 requirements of smart meter data. This leads to a novel privacy-utility tradeoff problem with minimal assumptions that is rdiff-backup.org by: T1 - Smart meter privacy. T2 - A utility-privacy framework. AU - Rajagopalan, S. Raj. AU - Sankar, Lalitha. AU - Mohajer, Soheil. AU - Poor, H. Vincent. PY - Y1 - N2 - End-user privacy in smart meter measurements is a well-known challenge in the smart rdiff-backup.org by: The theoretical framework allows us to quantify the utility-privacy tradeoff in smart meter data. The privacy guarantee comes from the bound on information leakage while the utility guarantee comes from the upper bound on the MSE between 𝑋 and 𝑋 The model captures the dynamic nature of the.

Smart meter privacy a utility-privacy framework

Sep 20,  · 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 requirements of smart meter data. This leads to a novel privacy-utility tradeoff problem with minimal assumptions that is rdiff-backup.org by: 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. End-user privacy in smart meter measurements is a well-known challenge in the smart grid. The solutions offered thus far have been tied to specific technologies such as batteries or assumptions on data usage. Existing solutions have also not quantified the loss of benefit (utility) that results from any such privacy-preserving approach. T1 - Smart meter privacy. T2 - A utility-privacy framework. AU - Rajagopalan, S. Raj. AU - Sankar, Lalitha. AU - Mohajer, Soheil. AU - Poor, H. Vincent. PY - Y1 - N2 - End-user privacy in smart meter measurements is a well-known challenge in the smart rdiff-backup.org by: CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): End-user privacy in smart meter measurements is a well-known challenge in the smart grid. The solutions offered thus far have been tied to specific technologies such as batteries or assumptions on data usage. Existing solutions have also not quantified the loss of benefit (utility) that results from any such privacy. The theoretical framework allows us to quantify the utility-privacy tradeoff in smart meter data. The privacy guarantee comes from the bound on information leakage while the utility guarantee comes from the upper bound on the MSE between 𝑋 and 𝑋 The model captures the dynamic nature of the. smart grid; smart meter; privacy; privacy-utility tradeoff; gaussian markov; information theory; rate distortion End-user privacy in smart meter measurements is a well-known challenge in the smart grid. current approaches to smart meter privacy. In Section III, we develop our model, metrics, and the privacy-utility tradeoff framework and illustrate our results in Section IV. II. RELATED WORK The advantages and usefulness of smart meters in general is examined in a number of papers; see for example [7] and the references therein. End-user privacy in smart meter measurements is a well-known challenge in the smart grid. Aug 10,  · Abstract: End-user privacy in smart meter measurements is a well-known challenge in the smart grid. The solutions offered thus far have been tied to specific technologies such as batteries or assumptions on data usage. Existing solutions have also not quantified the loss of benefit (utility) that results from any such privacy-preserving rdiff-backup.org by: The solutions offered to-date for end-user privacy in smart meter a new framework is presented that abstracts both the privacy and the utility. 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. The paper present a formal model for the smart meter time-series data and metrics for utility and privacy of the data. propose a hidden Markov. End-user privacy in smart meter measurements is a well-known challenge in the smart grid. The solutions offered thus far have been tied to specific technologies. ments, a new framework is presented that abstracts both the pri- vacy and the utility requirements of smart meter data. This leads to a novel privacy-utility tradeoff. In [2], the Green Button framework is enhanced to (a) allow utility customers to tween privacy leakage and utility of smart meter data enabled by two data. End-user privacy in smart meter measurements is a well-known challenge in the a new framework is presented that abstracts both the privacy and the utility. We present a general framework for quantifying this tradeoff in the IoT, and focus on a smart .. Smart meter privacy: A utility-privacy framework. learn more here, safe minecraft s for pc,go here,click to see more,click to see more

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Smart Meters are worse than you think (UPDATED), time: 13:38
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