Borges, Fábio ; Mühlhäuser, Max (2014)
EPPP4SMS: Efficient Privacy-Preserving Protocol for Smart Metering Systems and Its Simulation Using Real-World Data.
In: IEEE Transactions on Smart Grid, 5 (6)
doi: 10.1109/TSG.2014.2336265
Artikel, Bibliographie
Kurzbeschreibung (Abstract)
The main contribution of this work is the construction of the Efficient Privacy-Preserving Protocol for Smart Metering Systems (EPPP4SMS), which brings together features of the best privacy-preserving protocols in the literature for smart grids. In addition, EPPP4SMS is faster on the meter side---and in the whole round (encryption, aggregation, and decryption)---than other protocols based on homomorphic encryption, and it is still scalable. Moreover, EPPP4SMS enables energy suppliers and customers to verify the billing information and measurements without leaking private information. Since the energy supplier knows the amount of generated electricity and its flow throughout electrical substations, the energy supplier can use this verification to detect energy loss and fraud. Different from verification based on digital signature, our verification enables new features, e.g., smart meters and their energy supplier can compute the verification without storing the respective encrypted measurements. Furthermore, EPPP4SMS may be suitable to many other scenarios that need aggregation of time-series data keeping privacy protected, including electronic voting, reputation systems, and sensor networks. In this paper, we present theoretical results of EPPP4SMS and their validation by implementation of algorithms and simulation using real-world measurement data.
| Typ des Eintrags: | Artikel |
|---|---|
| Erschienen: | 2014 |
| Autor(en): | Borges, Fábio ; Mühlhäuser, Max |
| Art des Eintrags: | Bibliographie |
| Titel: | EPPP4SMS: Efficient Privacy-Preserving Protocol for Smart Metering Systems and Its Simulation Using Real-World Data |
| Sprache: | Englisch |
| Publikationsjahr: | 23 Juli 2014 |
| Verlag: | IEEE |
| Titel der Zeitschrift, Zeitung oder Schriftenreihe: | IEEE Transactions on Smart Grid |
| Jahrgang/Volume einer Zeitschrift: | 5 |
| (Heft-)Nummer: | 6 |
| DOI: | 10.1109/TSG.2014.2336265 |
| Kurzbeschreibung (Abstract): | The main contribution of this work is the construction of the Efficient Privacy-Preserving Protocol for Smart Metering Systems (EPPP4SMS), which brings together features of the best privacy-preserving protocols in the literature for smart grids. In addition, EPPP4SMS is faster on the meter side---and in the whole round (encryption, aggregation, and decryption)---than other protocols based on homomorphic encryption, and it is still scalable. Moreover, EPPP4SMS enables energy suppliers and customers to verify the billing information and measurements without leaking private information. Since the energy supplier knows the amount of generated electricity and its flow throughout electrical substations, the energy supplier can use this verification to detect energy loss and fraud. Different from verification based on digital signature, our verification enables new features, e.g., smart meters and their energy supplier can compute the verification without storing the respective encrypted measurements. Furthermore, EPPP4SMS may be suitable to many other scenarios that need aggregation of time-series data keeping privacy protected, including electronic voting, reputation systems, and sensor networks. In this paper, we present theoretical results of EPPP4SMS and their validation by implementation of algorithms and simulation using real-world measurement data. |
| Freie Schlagworte: | Homomorphic encryption;privacy;protocol;security;smart grid;time series |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Telekooperation |
| Hinterlegungsdatum: | 16 Mär 2015 16:38 |
| Letzte Änderung: | 20 Aug 2021 08:50 |
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