Publications

PUBLICATIONS

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2021

1.

Grammatikis, Panagiotis Radoglou; Sarigiannidis, Panagiotis; Iturbe, Eider; Rios, Erkuden; Martinez, Saturnino; Sarigiannidis, Antonios; Efstathopoulos, Georgios; Spyridis, Yannis; Sesis, Achilleas; Vakakis, Nikolaos; Tzovaras, Dimitrios; Kafetzakis, Emmanouil; Giannoulakis, Ioannis; Tzifas, Michalis; Giannakoulias, Alkiviadis; Angelopoulos, Michail; Ramos, Francisco

SPEAR SIEM: A Security Information and Event Management system for the Smart Grid (Journal Article)

In: Computer Networks, 2021.

(Abstract | Links | BibTeX | Tags: Anomaly Detection, Auto-encoder, Cybersecurity, Deep Learning, Generative Adversarial Network, Machine Learning, Modbus, Smart Grid)

2020

2.

Protopsaltis, Antonis; Sarigiannidis, Panagiotis; Margounakis, Dimitrios; Lytos, Anastasios

Data Visualization in Internet of Things: Tools, Methodologies, and Challenges (Inproceedings)

In: ARES 2020: The 15th International Conference on Availability, Reliability and Security, 2020.

(Abstract | Links | BibTeX | Tags: Anomaly Detection, Big Data, Data Visualization, Internet of Things (IoT))

3.

Radoglou-Grammatikis, Panagiotis; Sarigiannidis, Panagiotis; Efstathopoulos, George; Karypidis, Paris-Alexandros; Sarigiannidis, Antonios

DIDEROT: An Intrusion Detection and Prevention System for DNP3-Based SCADA Systems (Inproceedings)

In: Proceedings of the 15th International Conference on Availability, Reliability and Security, Association for Computing Machinery, Virtual Event, Ireland, 2020, ISBN: 9781450388337.

(Abstract | Links | BibTeX | Tags: Anomaly Detection, Autonencoder, Intrusion detection, Machine Learning, SCADA, SDN, Smart Grid)

4.

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

An Anomaly Detection Mechanism for IEC 60870-5-104 (Inproceedings)

In: 2020 9th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2020.

(Abstract | Links | BibTeX | Tags: Anomaly Detection, Cybersecurity, Data Acquisition, IEC-60870- 5-104)

5.

Grammatikis, Panagiotis Radoglou; Sarigiannidis, Panagiotis; Iturbe, Eider; Rios, Erkuden; Sarigiannidis, Antonios; Nikolis, Odysseas; Ioannidis, Dimosthenis; Machamint, Vasileios; Tzifas, Michalis; Giannakoulias, Alkiviadis; Angelopoulos, Michail; Papadopoulos, Anastasios; Ramos, Francisco

Secure and Private Smart Grid: The SPEAR Architecture (Inproceedings)

In: 2020 6th IEEE International Conference on Network Softwarization (NetSoft), pp. 450-456, 2020.

(Abstract | Links | BibTeX | Tags: Anomaly Detection, Anonymity, Cybersecurity, Forensics, Honeypots, Intrusion detection, Privacy, Smart Grid)

2019

6.

Efstathopoulos, Georgios; Grammatikis, Panagiotis Radoglou; Sarigiannidis, Panagiotis; Argyriou, Vasilis; Sarigiannidis, Antonios; Stamatakis, Konstantinos; Angelopoulos, Michail K; Athanasopoulos, Solon K

Operational Data Based Intrusion Detection System for Smart Grid (Inproceedings)

In: 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), pp. 1-6, 2019.

(Abstract | Links | BibTeX | Tags: Anomaly Detection, Cybersecurity, Intrusion Detection System, Machine Learning, Operational Data, Smart Grid)

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