|Publisher DOI:||10.1007/978-3-030-49669-2_9||Title:||Provably privacy-preserving distributed data aggregation in smart grids||Language:||English||Authors:||Stübs, Marius
|Keywords:||Additive secret sharing;Automated proof;Distributed and decentralized security;Formal model;Smart grid security;Smart metering||Issue Date:||18-Jun-2020||Publisher:||Springer||Source:||IFIP Annual Conference on Data and Applications Security and Privacy (2020)||Part of Series:||Lecture notes in computer science||Volume number:||12122||Abstract (english):||
The digitalization of power systems leads to a significant increase of energy consumers and generators with communication capabilities. Using data of such devices allows for a more efficient grid operation, e.g., by improving the balancing of power demand and supply. Fog Computing is a paradigm that enables efficient aggregation and processing of the measurements provided by energy consumers and generators. However, the introduction of these techniques is hindered by missing trust in the data protection, especially for personal-related data such as electric consumption. To resolve this conflict, we propose a privacy-preserving concept for the hierarchical aggregation of distributed data based on additive secret-sharing. To increase the trust towards the system, we model the concept and provide a formal proof of its confidentiality properties. We discuss the attacker models of colluding and non-colluding adversaries on the data flow and show how our scheme mitigates these attacks.
|Conference:||34th Annual IFIP WG11.3 Conference on Data and Applications Security and Privacy, DBSec 2020||URI:||http://hdl.handle.net/11420/7448||ISBN:||978-3-030-49669-2
|ISSN:||0302-9743||Institute:||Softwaresysteme E-16||Document Type:||Chapter/Article (Proceedings)|
|Appears in Collections:||Publications without fulltext|
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