September 18, 2020 Conference paper Open Access

Panagiotis Radoglou Grammatikis; Panagiotis Sarigiannidis; Antonios Sarigiannidis; Dimitrios Margounakis; Apostolos Tsiakalos; Georgios Efstathopoulos

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    "description": "<p>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.</p>", 
    "language": "eng", 
    "title": "An Anomaly Detection Mechanism for IEC 60870-5-104", 
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        "title": "SPEAR: Secure and PrivatE smArt gRid", 
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    "keywords": [
      "Anomaly Detection", 
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      "IEC-60870- 5-104", 
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    "publication_date": "2020-09-18", 
    "creators": [
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        "affiliation": "Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece", 
        "name": "Panagiotis Radoglou Grammatikis"
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        "affiliation": "Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece", 
        "name": "Panagiotis Sarigiannidis"
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        "affiliation": "SIDROCO, Anaximandrou, Limassol, Cyprus", 
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        "affiliation": "SIDROCO, Anaximandrou, Limassol, Cyprus", 
        "name": "Dimitrios Margounakis"
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        "affiliation": "SIDROCO, Anaximandrou, Limassol, Cyprus", 
        "name": "Apostolos Tsiakalos"
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        "affiliation": "0INF, Imperial Offices, London, UK", 
        "name": "Georgios Efstathopoulos"
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