Title :
Lightweight lattice-based homomorphic privacy-preserving aggregation scheme for home area networks
Author :
Abdallah, Asmaa R. ; Shen, Xuemin Sherman
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
Abstract :
Customers´ privacy and messages integrity are the main security challenges for home area networks (HANs) in the smart grid, especially during the electricity consumption aggregation. In addition, smart meters and smart appliances, which are the limited-resources home devices, cannot implement complex computation operations. In this paper, we propose a lightweight privacy-preserving aggregation scheme that permits the smart appliances to aggregate their readings without involving the smart meter. The scheme deploys a lightweight lattice-based homomorphic cryptosystem that depends on simple addition and multiplication operations. Security analysis and performance evaluation demonstrate that the proposed scheme guarantees the customers´ privacy and message integrity with lightweight overhead.
Keywords :
computer network performance evaluation; computer network security; cryptography; home networks; power system security; smart meters; smart power grids; HAN security analysis; customer privacy; electricity consumption aggregation; home area network; lightweight lattice-based homomorphic cryptosystem privacy preserving aggregation scheme; messages integrity; multiplication operation; performance evaluation; smart appliance; smart grid; smart meter; Cryptography; Electricity; Home appliances; Noise; Privacy; Smart meters; Lattice-based homomorphic cryptosystem; home area networks; smart appliances;
Conference_Titel :
Wireless Communications and Signal Processing (WCSP), 2014 Sixth International Conference on
Conference_Location :
Hefei
DOI :
10.1109/WCSP.2014.6992067