Publications

 

In the following list you can find all scientific papers published by the SPEAR consortium. Note that you can also find our publications on Zenodo: https://zenodo.org/communities/h2020_spear_project/

Accepted

  1. N. Banerjee, T. Giannetsos, E. Panaousis and C. C. Took, "Unsupervised Learning for Trustworthy IoT," 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Rio de Janeiro, 2018, pp. 1-8. ( pdf available)

  2. A. Triantafyllou, P. Sarigiannidis, A. Sarigiannidis, E. Rios, and E. Iturbe, “Towards an anonymous incident communication channel for electric smart grids,” in Proceedings of the 22nd Pan-Hellenic Conference on Informatics - PCI ’18, 2018, pp. 34–39. ( pdf available)

  3. P. Radoglou-Grammatikis, P. Sarigiannidis, T. Liatifis, T. Apostolakos, and S. Oikonomou, “An Overview of the Firewall Systems in the Smart Grid Paradigm,” in 2018 Global Information Infrastructure and Networking Symposium (GIIS), 2018, October, pp. 1–4. ( pdf available)

  4. P. I. Radoglou-Grammatikis and P. G. Sarigiannidis, “An Anomaly-Based Intrusion Detection System for the Smart Grid Based on CART Decision Tree,” in 2018 Global Information Infrastructure and Networking Symposium (GIIS), 2018, no. October, pp. 1–5. ( pdf available)

  5. P. I. Radoglou-Grammatikis and P. G. Sarigiannidis, “Securing the Smart Grid: A Comprehensive Compilation of Intrusion Detection and Prevention Systems,” IEEE Access, vol. 7, pp. 46595–46620, 2019. ( pdf available)

  6. C. Dalamagkas, P. Sarigiannidis, D. Ioannidis, E. Iturbe, O. Nikolis, F. Ramos, E. Rios, A. Sarigiannidis and D. Tzovaras, "A Survey On Honeypots, Honeynets And Their Applications On Smart Grid", in 2019 IEEE Conference on Network Softwarization (NetSoft), 2019. ( pdf available)

  7. P. Radoglou-Grammatikis, P. Sarigiannidis, I. Giannoulakis, E. Kafetzakis, and E. Panaousis, “Attacking IEC-60870-5-104 SCADA Systems,” in 2019 IEEE World Congress on Services (SERVICES), 2019. ( pdf available)

  8. G. Efstathopoulos, P. Radoglou-Grammatikis, P. Sarigiannidis, V. Argyriou, A. Sarigiannidis, K. Stamatakis, M. Angelopoulos, and S. Athanasopoulos, "Operational Data Based Intrusion Detection System for Smart Grid", in 2019 IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks ( pdf available) Best Paper Award

  9. D. Pliatsos, P. Sarigiannidis, T. Liatifis, K. Rompolos, and I. Siniosoglou, “A Novel and Interactive Industrial Control System Honeypot for Critical Smart Grid Infrastructure,” in 2019 IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks. ( pdf available)

  10. A. Triantafyllou et al., “TOWARDS AN ANONYMOUS INCIDENT COMMUNICATION CHANNEL FOR ELECTRIC SMART GRIDS,” Azerbaijan Journal of High Performance Computing, vol. 2, no. 1, pp. 7–28, Jun. 2019 ( pdf available)

  11. N. Vakakis, O. Nikolis, D. Ioannidis, K. Votis, and D. Tzovaras, “Cybersecurity in SMEs: The Smart-Home/Office Use Case,” in 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2019. ( pdf available)

  12. I. Kotsiuba, I. Skarga-Bandurova, A. Giannakoulias, and O. Bulda, “Basic Forensic Procedures for Cyber Crime Investigation in Smart Grid Networks,” in 2019 IEEE International Conference on Big Data (Big Data), 2019. ( pdf available)

  13. Kotsiuba, I. Skarga-Bandurova, A. Giannakoulias, M. Chaikin, and A. Jevremovic, “Technique for Finding and Investigating the Strongest Combinations of Cyberattacks on Smart Grid Infrastructure,” in 2019 IEEE International Conference on Big Data (Big Data), 2019. ( pdf available)

  14. P. Radoglou-Grammatikis, I. Siniosoglou, T. Liatifis, A. Korouniadis, K. Rompolos and P. Sarigiannidis, “Implementation and Detection of Modbus Cyberattacks: A Case Study,” 10th International Conference on Modern Circuits and Systems Technologies (MOCAST), Bremen, Germany, 2020, pp. 1-4.( pdf available)

  15. D. Pliatsios, P. Sarigiannidis, G. Efstathopoulos, A. Sarigiannidis, A. Tsiakalos, ‘Trust Management in Smart Grid: A Markov Trust Model’, Proceedings of 10th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2020. ( pdf available) Best Oral Presentation

  16. P. Radoglou-Grammatikis, P. Sarigiannidis, A. Sarigiannidis, D. Margounakis, A. Tsiakalos, G. Efstathopoulos, ‘An Anomaly Detection Mechanism for IEC 60870-5-104’, Proceedings of 10th International Conference on Modern Circuits and Systems Technologies (MOCAST), Bremen, Germany, 2020, pp. 1-4. ( pdf available)

  17. D. Pliatsios, P. Sarigiannidis, T. Lagkas, and A. G. Sarigiannidis, “A Survey on SCADA Systems: Secure Protocols, Incidents, Threats and Tactics,” IEEE Communications Surveys & Tutorials, pp. 1–1, 2020. ( pdf available)

  18. P. R. Grammatikis et al., “Secure and Private Smart Grid: The SPEAR Architecture,” 6th IEEE International Conference on Network Softwarization (NetSoft), Jun. 2020. ( pdf available)

  19. I. Siniosoglou et al., “NeuralPot: An Industrial Honeypot Implementation Based On Deep Neural Networks,” presented at the 2020 IEEE Symposium on Computers and Communications (ISCC), Jul. 2020 ( pdf available)

  20. P. Diamantoulakis, C. Dalamagkas, P. Radoglou-Grammatikis, P. Sarigiannidis, and G. Karagiannidis, “Game Theoretic Honeypot Deployment in Smart Grid,” Sensors, vol. 20, no. 15, p. 4199, Jul. 2020. ( pdf available)

  21. P. Radoglou Grammatikis, P. Sarigiannidis, G. Efstathopoulos, and E. Panaousis, “ARIES: A Novel Multivariate Intrusion Detection System for Smart Grid,” Sensors, vol. 20, no. 18, p. 5305, Sep. 2020. ( pdf available)

  22. E. Rios, A. Rego, E. Iturbe, M. Higuero, and X. Larrucea, “Continuous Quantitative Risk Management in Smart Grids Using Attack Defense Trees,” Sensors, vol. 20, no. 16, p. 4404, Aug. 2020. ( pdf available)

  23. T. Rokkas and I. Neokosmidis, “Factors affecting the market adoption of cyber-security products in energy and electrical systems,” presented at the ARES 2020: The 15th International Conference on Availability, Reliability and Security, Jul. 2020. ( pdf available)

  24. V. Mladenov, V. Chobanov, P. Sarigiannidis, P. I. Radoglou-Grammatikis, A. Hristov, and P. Zlatev, “Defense against cyber-attacks on the Hydro Power Plant connected in parallel with Energy System,” presented at the 2020 12th Electrical Engineering Faculty Conference (BulEF), Sep. 2020. ( pdf available)

  25. Panagiotis Radoglou-Grammatikis, Panagiotis Sarigiannidis, Georgios Efstathopoulos, Thomas Lagkas, George Fragulis and Antonios Sarigiannidis, "A Self-Learning Approach for Detecting Intrusions in Healthcare Systems", presented at the International Conference on Communications (ICC), 2020. ( pdf available)

  26. D. Pliatsios, P. Sarigiannidis, K. Psannis, S. K. Goudos, V. Vitsas, and I. Moscholios, “Big Data against Security Threats: The SPEAR Intrusion Detection System,” presented at the 2020 3rd World Symposium on Communication Engineering (WSCE), Oct. 2020 ( pdf available)

  27. P. Radoglou-Grammatikis et al., “SPEAR SIEM: A Security Information and Event Management system for the Smart Grid,” Computer Networks, p. 108008, Apr. 2021 ( pdf available)

  28. I. Skarga-Bandurova, I. Kotsiuba, and E. R. Velasco, “Cyber Hygiene Maturity Assessment Framework for Smart Grid Scenarios,” Front. Comput. Sci., vol. 3, Mar. 2021. ( pdf available)

  29. D. Pliatsios, P. Sarigiannidis, G. Fragulis, A. Tsiakalos, and D. Margounakis, “A Dynamic Recommendation-based Trust Scheme for the Smart Grid,” presented at the 2021 IEEE 7th International Conference on Network Softwarization (NetSoft), Jun. 2021. ( pdf available)

  30. T. Kotsiopoulos, P. Sarigiannidis, D. Ioannidis, and D. Tzovaras, “Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm,” Computer Science Review, vol. 40, p. 100341, May 2021. ( pdf available)

  31. I. Siniosoglou, P. Radoglou-Grammatikis, G. Efstathopoulos, P. Fouliras, and P. Sarigiannidis, “A Unified Deep Learning Anomaly Detection and Classification Approach for Smart Grid Environments,” IEEE Trans. Netw. Serv. Manage., pp. 1–1, 2021( pdf available)

  32. M. Charalampos-Rafail, K. Thanasis, V. Vasileios, I. Dimosthenis, T. Dimitrios, and S. Panagiotis, “Cyber Attack Detection and Trust Management Toolkit for Defence-Related Microgrids,” in Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, Springer International Publishing, 2021, pp. 240–251. ( pdf available)

  33. X. Larrucea and I. Santamaria, “Dealing with Privacy for Protecting Information,” Communications in Computer and Information Science. Springer International Publishing, pp. 518–530, 2021.