Privacy and Auditability in the Local Energy Market of an Energy Community with Homomorphic Encryption

被引:4
|
作者
Strepparava, Davide [1 ]
Rosato, Federico [1 ,2 ]
Nespoli, Lorenzo [1 ]
Medici, Vasco [1 ]
机构
[1] Univ Appl Sci & Arts Southern Switzerland SUPSI, Dept Environm Construct & Design, CH-6850 Mendrisio, Switzerland
[2] Politecn Milan, Dept Energy, I-20156 Milan, Italy
基金
欧盟地平线“2020”;
关键词
energy community; smart grid; local energy markets; homomorphic encryption; BLOCKCHAIN;
D O I
10.3390/en15155386
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The world of electrical distribution is rapidly changing and is seeing more and more distributed production and steerable flexibilities. Energy communities are seen as an important innovation for the optimization of electrical consumption at a local level. A central need of the local energy markets inside energy communities is the exchange and circulation of production and consumption data, and therefore the problem of the potential leak of sensitive data must be addressed. In this paper, the context of the Lugaggia Innovation Community, a Self Consumption Community pilot project in southern Switzerland, is introduced together with the blockchain framework that was created for its internal market interaction and the rules designed for its local energy market. A cryptographic protocol from the literature, based on homomorphic encryption, is then proposed for the anonymous aggregation of production and consumption data of the individual households at a resolution of 15 min. The computational overhead associated with the protocol is then experimented and analyzed.
引用
收藏
页数:14
相关论文
共 50 条
  • [31] Homomorphic Encryption-Based Privacy Protection for Palmprint Recognition
    Guo, Qiang
    Shao, Huikai
    Liu, Chengcheng
    Wan, Jing
    Zhong, Dexing
    BIOMETRIC RECOGNITION, CCBR 2023, 2023, 14463 : 363 - 371
  • [32] Efficient homomorphic encryption framework for privacy-preserving regression
    Byun, Junyoung
    Park, Saerom
    Choi, Yujin
    Lee, Jaewook
    APPLIED INTELLIGENCE, 2023, 53 (09) : 10114 - 10129
  • [33] Efficient homomorphic encryption framework for privacy-preserving regression
    Junyoung Byun
    Saerom Park
    Yujin Choi
    Jaewook Lee
    Applied Intelligence, 2023, 53 : 10114 - 10129
  • [34] Privacy-preserving Surveillance Methods using Homomorphic Encryption
    Bowditch, William
    Abramson, Will
    Buchanan, William J.
    Pitropakis, Nikolaos
    Hall, Adam J.
    ICISSP: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS SECURITY AND PRIVACY, 2020, : 240 - 248
  • [35] Differential Privacy for Free? Harnessing the Noise in Approximate Homomorphic Encryption
    Ogilvie, Tabitha
    TOPICS IN CRYPTOLOGY, CT-RSA 2024, 2024, 14643 : 292 - 315
  • [36] Privacy preservation of genome data analysis using homomorphic encryption
    Bachar Kachouh
    Khalil Hariss
    Layth Sliman
    Abed Ellatif Samhat
    Tamim Alsuliman
    Service Oriented Computing and Applications, 2021, 15 : 273 - 287
  • [37] Privacy Preserving Services for Intelligent Transportation Systems with Homomorphic Encryption
    Boudguiga, Aymen
    Stan, Oana
    Fazzat, Abdessamad
    Labiod, Houda
    Clet, Pierre-Emmanuel
    ICISSP: PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS SECURITY AND PRIVACY, 2021, : 684 - 693
  • [38] Homomorphic Encryption Based Privacy Preservation Scheme for DBSCAN Clustering
    Wang, Mingyang
    Zhao, Wenbin
    Cheng, Kangda
    Wu, Zhilu
    Liu, Jinlong
    ELECTRONICS, 2022, 11 (07)
  • [39] A Homomorphic Encryption-Based Private Collaborative Distributed Energy Management System
    Cheng, Zheyuan
    Ye, Feng
    Cao, Xianghui
    Chow, Mo-Yuen
    IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (06) : 5233 - 5243
  • [40] Reversible data hiding for encrypted signals by homomorphic encryption and signal energy transfer
    Wu, Xiaotian
    Chen, Bing
    Weng, Jian
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2016, 41 : 58 - 64