作者
Panagiotis Radoglou Grammatikis, Panagiotis Sarigiannidis, Antonios Sarigiannidis, Dimitrios Margounakis, Apostolos Tsiakalos, Georgios Efstathopoulos
发表日期
2020/9/7
研讨会论文
2020 9th International Conference on Modern Circuits and Systems Technologies (MOCAST)
页码范围
1-4
出版商
IEEE
简介
The transformation of the conventional electricity grid into a new paradigm called smart grid demands the appropriate cybersecurity solutions. In this paper, we focus on the security of the IEC 60870-5-104 (IEC-104) protocol which is commonly used by Supervisory Control and Data Acquisition (SCADA) systems in the energy domain. In particular, after investigating its security issues, we provide a multivariate Intrusion Detection System (IDS) which adopts both access control and outlier detection mechanisms in order to detect timely possible anomalies against IEC-104. The efficiency of the proposed IDS is reflected by the Accuracy and F1 metrics that reach 98% and 87%, respectively.
学术搜索中的文章
PR Grammatikis, P Sarigiannidis, A Sarigiannidis… - 2020 9th International Conference on Modern Circuits …, 2020