SEDEA: State Estimation-Based Dynamic Encryption and Authentication in Smart Grid

被引:20
作者
Liu, Ting [1 ]
Tian, Jue [1 ]
Gui, Yuhong [1 ]
Liu, Yang [1 ]
Liu, Pengfei [1 ]
机构
[1] Xi An Jiao Tong Univ, Key Lab Intelligent Networks & Network Secur, Minist Educ, Xian 710049, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Smart grid; state estimation; encryption; authentication; DATA INJECTION ATTACKS; KEY MANAGEMENT SCHEME; SECURITY;
D O I
10.1109/ACCESS.2017.2713440
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A state estimation-based dynamic encryption and authentication (SEDEA) approach is proposed to protect the communication between the control center (CC) and remote terminal units (RTUs) in the smart grid, including the measurements reported from RTUs and the commands sent from the CC. The measurements of power systems are selected to generate encryption keys, which are measured on the RTUs, and estimated on CC using state estimation. With the changes of the power system, each RTU updates its key regularly, and the CC estimates the new keys of all RTUs dynamically and synchronously. The pairs of keys between the CC and each RTU are applied to ensure the confidentiality and integrity of their communication. The advantages of SEDEA could be summarized as follows. First, high security-the keys are difficult to predict and steal, since the power measurements, used to generate the keys, are constantly changing and unpredictable, and would never be exchanged in the network. Second, easy implementation-all measuring equipment on RTU and state estimation on the CC are the legacy of the current power system. And the encryption functions applied in SEDEA are simple and low cost for current devices in the power system, such as XOR, hash, and rounding. Thus, SEDEA is considered as a high-security, inherent and light-weight scheme for Smart Grid. In the experiments, we conduct SEDEA on the four-bus system to show the whole process step by step, including state estimation, key generation, and error correction. And the simulations on the IEEE 39-bus system to analyze the computation cost, error correction, and security of SEDEA.
引用
收藏
页码:15682 / 15693
页数:12
相关论文
共 38 条
[1]  
[Anonymous], P IEEE WIR COMM NETW
[2]   Communication Security for Smart Grid Distribution Networks [J].
Bou-Harb, Elias ;
Fachkha, Claude ;
Pourzandi, Makan ;
Debbabi, Mourad ;
Assi, Chadi .
IEEE COMMUNICATIONS MAGAZINE, 2013, 51 (01) :42-49
[3]  
Cairns K, 2013, INT CONF SMART GRID, P492, DOI 10.1109/SmartGridComm.2013.6688006
[4]   A Layered Encryption Mechanism for Networked Critical Infrastructures [J].
Cao, Huayang ;
Zhu, Peidong ;
Lu, Xicheng ;
Gurtov, Andrei .
IEEE NETWORK, 2013, 27 (01) :12-18
[5]  
Chen TM., 2010, IEEE Network, V24, P2
[6]  
Dán G, 2013, INT CONF SMART GRID, P480, DOI 10.1109/SmartGridComm.2013.6688004
[7]   Dynamic key management in sensor networks [J].
Eltoweissy, M ;
Tech, V ;
Moharrum, M ;
Mukkamala, R .
IEEE COMMUNICATIONS MAGAZINE, 2006, 44 (04) :122-130
[8]  
Falliere N., MS10046
[9]  
General Electric, 2017, POWER QUALITY METERS
[10]  
Jiang R, 2013, IEEE GLOB COMM CONF, P802, DOI 10.1109/GLOCOM.2013.6831171