Towards insider threats detection in smart grid communication systems

被引:15
|
作者
Li, Beibei [1 ,2 ,3 ]
Lu, Rongxing [3 ]
Xiao, Gaoxi [2 ]
Bao, Haiyong [4 ]
Ghorbani, Ali A. [3 ]
机构
[1] Sichuan Univ, Coll Cybersecur, Chengdu, Sichuan, Peoples R China
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, 50 Nanyang Ave, Singapore, Singapore
[3] Univ New Brunswick, Fac Comp Sci, ITC Bldg,550 Windsor St, Fredericton, NB, Canada
[4] Zhejiang Gongshang Univ, Sch Comp Sci & Informat Engn, Hangzhou, Zhejiang, Peoples R China
基金
新加坡国家研究基金会;
关键词
Petri nets; smart power grids; power system security; power system reliability; telecommunication security; stochastic processes; insider threats detection; smart grid communication systems; trusted insiders; malicious insiders; negligent insiders; efficient power grid; reliable power grid; security threats; information-and-communication technologies; green power grid; threats detection solutions; stochastic Petri net; novel hybrid insider threats modelling-analysis-and-detection framework; behaviour rule specifications;
D O I
10.1049/iet-com.2018.5736
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In today's communication systems, the most damaging security threats are not originating from the outsiders but from the trusted insiders - both malicious insiders and negligent insiders. Always endowed with high privileges, insiders are significantly prone to conduct acts that can cause catastrophic damages to the whole system either intentionally or unintentionally. Characterised by the full and rapid integration of information and communication technologies, smart grid - arguably the largest national critical engineering infrastructure - is suffering from a multitude of security threats initiated from both outsiders and insiders. Without security guarantee, the promising benefits of achieving an efficient, green, and reliable power grid would not be a success. In this study, the authors investigate the insider threats and summarise the existing threats detection solutions in smart grid communication systems. In addition, a novel hybrid insider threats modelling, analysis, and detection framework, which is based on stochastic Petri net and behaviour rule specifications, is proposed to contain insider threats in smart grid communication systems.
引用
收藏
页码:1728 / 1736
页数:9
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