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Beyond Privacy and Security

Adrian Gavorník,Juraj Podroužek,Štefan Oreško, Natália Slosiarová,Gabriela Grmanová

Telematics and Informatics（2024）

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Abstract
•Ethical and societal issues of smart metering and NILM are discussed.•Literature survey reveals 74 issues in 19 overarching themes.•Themes are categorised based on the 7 requirements for trustworthy AI.•Literature predominantly addresses issues related to technical robustness and safety.•Ethics-based assessment with practitioners also highlights issues of bias and fairness. Ethical and societal issues of smart metering and NILM are discussed. Literature survey reveals 74 issues in 19 overarching themes. Themes are categorised based on the 7 requirements for trustworthy AI. Literature predominantly addresses issues related to technical robustness and safety. Ethics-based assessment with practitioners also highlights issues of bias and fairness.
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Key words
Trustworthy AI,Non-intrusive load monitoring,Smart metering,AI ethics
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