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.

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)

3.

Lytos, Anastasios; Lagkas, Thomas; Sarigiannidis, Panagiotis; Zervakis, Michalis; Livanos, George

Towards smart farming: Systems, frameworks and exploitation of multiple sources (Journal Article)

In: Computer Networks, 172 , pp. 107147, 2020, ISSN: 1389-1286.

(Abstract | Links | BibTeX | Tags: Agriculture, Big Data, Internet of Things, Machine Learning, Smart farming)

2019

4.

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)

5.

Lytos, Anastasios; Lagkas, Thomas; Sarigiannidis, Panagiotis; Bontcheva, Kalina

The evolution of argumentation mining: From models to social media and emerging tools (Journal Article)

In: Information Processing & Management, 56 , 2019.

(Abstract | Links | BibTeX | Tags: Argumentation mining, Argumentation models, Argumentation tools, Computational linguistics, Machine Learning, Social media)

6.

Iliou, Theodoros; Konstantopoulou, Georgia; Lymperopoulou, Christina; Anastasopoulos, Konstantinos; Anastassopoulos, George; Margounakis, Dimitrios; Lymberopoulos, Dimitrios

Iliou Machine Learning Data Preprocessing Method for Suicide Prediction from Family History (Inproceedings)

In: Artificial Intelligence Applications and Innovations, pp. 512–519, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-19823-7.

(Abstract | Links | BibTeX | Tags: Classification algorithms, Data mining, Data preprocessing, Family history, Machine Learning, Suicide)

2018

7.

Lytos, Anastasios; Lagkas, Thomas; Sarigiannidis, Panagiotis; Bontcheva, Kalina

Argumentation Mining: Exploiting Multiple Sources and Background Knowledge (Journal Article)

In: 12th Annual South-East European Doctoral Student Conference (DSC2018), 2018.

(Abstract | Links | BibTeX | Tags: Argumentation mining, Artificial intelligence, Background knowledge, Computational linguistics, Machine Learning, Social media, Web mining)

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