Specification-based Intrusion Detection for Advanced Metering Infrastructures

被引:101
作者
Berthier, Robin [1 ]
Sanders, William H. [1 ]
机构
[1] Univ Illinois, Coordinated Sci Lab, Informat Trust Inst, 1101 W Springfield Ave, Urbana, IL 61801 USA
来源
2011 IEEE 17TH PACIFIC RIM INTERNATIONAL SYMPOSIUM ON DEPENDABLE COMPUTING (PRDC) | 2011年
关键词
D O I
10.1109/PRDC.2011.30
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
It is critical to develop an effective way to monitor advanced metering infrastructures (AMI). To ensure the security and reliability of a modernized power grid, the current deployment of millions of smart meters requires the development of innovative situational awareness solutions to prevent compromised devices from impacting the stability of the grid and the reliability of the energy distribution infrastructure. To address this issue, we introduce a specification-based intrusion detection sensor that can be deployed in the field to identify security threats in real time. This sensor monitors the traffic among meters and access points at the network, transport, and application layers to ensure that devices are running in a secure state and their operations respect a specified security policy. It does this by implementing a set of constraints on transmissions made using the C12.22 standard protocol that ensure that all violations of the specified security policy will be detected. The soundness of these constraints was verified using a formal framework, and a prototype implementation of the sensor was evaluated with realistic AMI network traffic.
引用
收藏
页码:184 / 193
页数:10
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