Publications

PUBLICATIONS

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2021

1.

Spyridis, Yannis; Lagkas, Thomas; Sarigiannidis, Panagiotis; Argyriou, Vasileios; Sarigiannidis, Antonios; Eleftherakis, George; Zhang, Jie

Towards 6G IoT: Tracing mobile sensor nodes with deep learning clustering in UAV networks (Journal Article)

In: Sensors, vol. 21, no. 11, pp. 3936, 2021.

(Abstract | Links | BibTeX | Tags: 6G, Deep Learning, Internet of Things (IoT), Sensors, Unmanned aerial vehicles)

2.

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)

3.

Siniosoglou, Ilias; Argyriou, Vasileios; Lagkas, Thomas; Tsiakalos, Apostolos; Sarigiannidis, Antonios; Sarigiannidis, Panagiotis

Covert Distributed Training of Deep Federated Industrial Honeypots (Inproceedings)

In: 2021 IEEE Globecom Workshops (GC Wkshps), pp. 1–6, IEEE 2021.

(Abstract | Links | BibTeX | Tags: Data Generation, Deep Learning, Honeypots, Industrial Control System, SCADA)

4.

Sun, Zhonglin; Spyridis, Yannis; Sessis, Achilleas; Efstathopoulos, Georgios; Grigoriou, Elisavet; Lagkas, Thomas; Sarigiannidis, Panagiotis

Intentional Islanding of Power Systems Through Self-Embedding Learning (Inproceedings)

In: 2021 IEEE Globecom Workshops (GC Wkshps), pp. 1–6, IEEE 2021.

(Abstract | Links | BibTeX | Tags: Deep Learning, Intentional islanding, Smart Grid)

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