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- W4313642487 abstract "The large-scale placement of smart meters brings concerns about privacy of individuals in their own homes. Energy consumption data can reveal precise appliances' usage information with non-intrusive load monitors. To mitigate behavior leakage in homes with smart meter measurement, battery-based load hiding (BLH) is widely studied. In this approach, a battery is used to store and supply power to home appliances to hide appliances' consumption. However, because different appliances have different energy consumption signatures, it is still possible to detect activities of appliances. In this paper, we developed a signature-based detection method (SBD), which utilizes the signatures of appliances to detect appliances usage. We conducted extensive system evaluations with 40 homes. Results indicate that our consumption signature detection method has much higher detection accuracy than edge detection." @default.
- W4313642487 created "2023-01-07" @default.
- W4313642487 creator A5014539089 @default.
- W4313642487 creator A5043035307 @default.
- W4313642487 date "2014-11-03" @default.
- W4313642487 modified "2023-09-30" @default.
- W4313642487 title "SBD: a signature-based detection for activities of appliances" @default.
- W4313642487 cites W2080071438 @default.
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- W4313642487 doi "https://doi.org/10.1145/2676061.2675045" @default.
- W4313642487 hasPublicationYear "2014" @default.
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