期刊文献+

基于保护隐私的智能电网大数据分析挖掘技术研究 被引量:2

Research on big data Analysis and Mining Technology of Smart Grid based on Privacy Protection
下载PDF
导出
摘要 新兴技术的发展,使得电网系统建设更加朝着数字化方向发展,并且对智能电网带来新的风险,主要表现在用户信息泄露上。本文主要针对基于隐私保护的电网大数据挖掘技术进行分析,具体分析了新型电网运行中的风险因素,从用户侧角度出发,探讨电网用户信息安全问题,并以保护隐私安全为主,提出相应的电网建设技术参考。 With the development of new technology, the construction of power grid system is developing in the direction of digitization, and it brings new risks to smart grid, which is mainly manifested in the leakage of user information. This paper mainly analyzes the big data mining technology based on privacy protection, analyzes the risk factors in the operation of the new power grid, and discusses the information security of power grid users from the point of view of user side. In order to protect privacy and security, the corresponding technical reference of power grid construction is put forward.
作者 徐敏 曾婷 Xu Min;Zeng Ting(Yunnan Power Grid Co.,Ltd.,Information Center,Yunnan Kunming,650000)
出处 《电子测试》 2019年第18期69-70,共2页 Electronic Test
关键词 保护隐私 智能电网 大数据 挖掘技术 privacy protection smart grid big data mining technology
  • 相关文献

参考文献2

二级参考文献28

  • 1RUSITSCHKA S, EGER K, GERDES C. Smart grid data cloud: a model for utilizing cloud computing in the smart grid do- main [ C ]//Smart Grid Communications ( SmartGridComm), 2010 First IEEE International Conference. Gaithersburg, MD : IEEE, 2010:483-488.
  • 2KAWASOE S, IGARASHI Y, SHIBAYAMA K, et al. Examples of distributed information platforms constructed by power utilities in Japan [ C ]//CIGRE 2012. Paris, France : CIGRE, 2012 : 108-113.
  • 3LI Feng-jun, LUO Bo, LIU Peng. Secure and privacy-preserving information aggregation for smart grids[ J ]. International Journal of Security and Networks, 2011,6 ( 1 ) . 28-39.
  • 4LI Feng-jun, LUO Bo, LIU Peng. Secure information aggregation for smart grids using homomorphic encryption [ C ]// Smart Grid Communications, 2010 First IEEE International Conference on. Gaithersburg, MD: IEEE, 2010:327-332.
  • 5LIANG Xiao-hui, LI Xu, LIN Xiao-dong, et al. Eppa: An efficient and privacy-preserving aggregation scheme for secure smart grid communications [ J 1. IEEE Transactions on Parallel and Distributed Systems, 2012,23 ( 9 ) : 1621-1631.
  • 6KURSAWE K, DANEZIS G, KOHLWEISS M. Privacy-friendly aggregation for the smart-grid [ M ]. Privacy Enhancing Technologies, 2011 : 175-191.
  • 7RIAL A, DANEZIS G. Privacy-preserving smart metering[ M 1. Annual ACM Workshop on Privacy in the Electronic Socie- tv .2011.49-60.
  • 8REN Huan, LI Lu, HUANG Liu-sheng, et al. Privacy-preserving mining of association rules for smart grid [ M ]. New Technologies for Engineering Research and Design in Industry, 2014:1692-1695.
  • 9ZHANG Wei-wei, LI Dan, ZHANG Ke-jia, et al. A quantum protocol for millionaire problem with Bell states[ J]. Quan- tum Information Processing, 2013,12(6):2241-2249.
  • 10沐连顺,崔立忠,安宁.电力系统云计算中心的研究与实践[J].电网技术,2011,35(6):171-175. 被引量:82

共引文献15

同被引文献14

引证文献2

二级引证文献3

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部