Holistic Privacy for Electricity, Water, and Natural Gas Metering in Next Generation Smart Homes
نویسندگان
چکیده
In smart electricity grids, high time granularity (HTG) power consumption data can be decomposed into individual appliance load signatures via nonintrusive monitoring techniques to expose usage profiles. Various methods ranging from shaping noise addition and aggregation have been proposed mitigate this problem. However, with the growing scarcity of natural resources, utilities other than (e.g., water gas) also begun subject HTG metering, which creates privacy issues similar that electricity. Therefore, employing protection countermeasures for only is ineffective appliances utilize additional/other metered resources. As such, existing metrics need reevaluated address not electricity, but any resource metered. Furthermore, a holistic approach all resources must adopted as information leak has potential render preserving futile. This article introduces preservation problem multiple explores solutions its mitigation.
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ژورنال
عنوان ژورنال: IEEE Communications Magazine
سال: 2021
ISSN: ['0163-6804', '1558-1896']
DOI: https://doi.org/10.1109/mcom.001.2000263