A Fuzzy Logic Trust Model for Secure Routing in Smart Grid Networks

被引：46
作者：
Alnasser, Aljawharah [1 ,2 ]
Sun, Hongjian [2 ]
机构：
[1] King Saud Univ, Dept Informat Technol, Riyadh 11543, Saudi Arabia
[2] Univ Durham, Sch Engn & Comp Sci, Durham DH1 3LE, England
来源：
IEEE ACCESS | 2017年 / 5卷
基金：
英国工程与自然科学研究理事会;
关键词：
Internet of Things; smart grids; cyber attacks; trust; fuzzy logic; dropping rate; LIGHTWEIGHT;
D O I：
10.1109/ACCESS.2017.2740219
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Smart grids require communication networks to convey sensing and control data for improving the efficiency of energy generation, transmission, and delivery. As a result, smart girds become vulnerable to various types of cyber-attacks. Trust models were recognized as one of the important methods of defending a large communication network against malicious cyber-attacks. In this paper, a fuzzy logic trust model is proposed to detect untrusted nodes in smart grid networks, and compared with an existing model to show its advantages. Using this proposed model, both the routing efficiency and the detection rate for all types of considered malicious behaviors can be improved. In comparison with the existing lightweight and dependable trust system model, the proposed model improves the packet dropping rate by up to 90% when the percentage of malicious nodes is less than 25%, as verified by simulations.
引用
收藏
页码：17896 / 17903
页数：8
相关论文
共 18 条
[1]   TERP: A Trust and Energy Aware Routing Protocol for Wireless Sensor Network [J].
Ahmed, Adnan ;
Abu Bakar, Kamalrulnizam ;
Channa, Muhammad Ibrahim ;
Haseeb, Khalid ;
Khan, Abdul Waheed .
IEEE SENSORS JOURNAL, 2015, 15 (12) :6962-6972
[2]  
[Anonymous], P IEEE INT C SYST MA
[3]  
[Anonymous], INT J COMPUT SCI MOB
[4]   TRM-IoT: A Trust Management Model Based on Fuzzy Reputation for Internet of Things [J].
Chen, Dong ;
Chang, Guiran ;
Sun, Dawei ;
Li, Jiajia ;
Jia, Jie ;
Wang, Xingwei .
COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2011, 8 (04) :1207-1228
[5]  
Jiang J., 2016, P R C E 8 3 R H T C, P1
[6]   An Efficient Distributed Trust Model for Wireless Sensor Networks [J].
Jiang, Jinfang ;
Han, Guangjie ;
Wang, Feng ;
Shu, Lei ;
Guizani, Mohsen .
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2015, 26 (05) :1228-1237
[7]   Distributed Communication Architecture for Smart Grid Applications [J].
Jiang, Jing ;
Qian, Yi .
IEEE COMMUNICATIONS MAGAZINE, 2016, 54 (12) :60-67
[8]  
Labraoui N, 2015, 2015 12TH IEEE INTERNATIONAL CONFERENCE ON PROGRAMMING AND SYSTEMS (ISPS), P1
[9]   LDTS: A Lightweight and Dependable Trust System for Clustered Wireless Sensor Networks [J].
Li, Xiaoyong ;
Zhou, Feng ;
Du, Junping .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2013, 8 (06) :924-935
[10]   Parameterized defuzzification with maximum entropy weighting function - Another view of the weighting function expectation method [J].
Liu, Xinwang .
MATHEMATICAL AND COMPUTER MODELLING, 2007, 45 (1-2) :177-188
12