About.

Panagiotis Radoglou-Grammatikis

Panagiotis Radoglou-Grammatikis received the Diploma degree (MEng, 5 years) and PhD from the Dept. of Informatics and Telecommunications Eng. (now Dept. of Electrical and Computer Eng.), Faculty of Eng., University of Western Macedonia, Greece, in 2016 and 2023, respectively. His main research interests are in the area of cybersecurity and mainly focus on cyber-AI, intrusion detection and security games. He has published more than 40 research papers in international scientific journals, conferences and book chapters, including IEEE Transactions on Industrial Informatics, IEEE Access, Computer Networks (Elsevier Publishing) and Internet of Things (Elsevier Publishing). Moreover, he has received five Best Paper Awards in IEEE CAMAD 2019, IEEE CSR 2021, WSCE 2022, SEEDA CECNSM 2022 and IEEE CSR 2023, respectively. Recently, he was included in Stanford University’s list (shared by Elsevier) of the Top 2% of Scientists in the World for 2022. He has served as a reviewer for several scientific journals and possesses working experience as a security engineer and software developer. Also, he participates in the Topical Advisory Panel of Electronics (MDPI Publishing). He is working as an R&D director at K3Y Ltd, coordinating the technical activities and strategy of K3Y in various R&D projects, including H2020 SPIDER, H2020 SANCUS, H2020 5G-INDUCE, H2020 TREEADS, Η2020-MSCA Swiftv2x, TRUSTEE, INCODE, ACROSS, UP2030 and JAUNTY. He is also a research associate at the ITHACA Lab of the University of Western Macedonia, participating in several national and European-funded research projects, such as H2020 SPEAR, H2020 SDN-microSENSE, H2020 TERMINET, H2020 EVIDENT, H2020 ELECTRON, AI4CYBER and DYNABIC. Moreover, he is co-founder of MetaMind Innovations P.C., the first spin-off of the University of Western Macedonia. Finally, he is a member of IEEE, ACM and the Technical Chamber of Greece.

 
 
R&D Director, Partner at K3Y Ltd

Co-Founder, Board of Directors Member at MetaMind Innovations P.C.

Research Associate at ITHACA Lab of University of Western Macedonia

Experience.

 
R&D Director, Partner

K3Y Ltd | April 2023 – Present

 
Technical Manager

K3Y Ltd | April 2021 – March 2023

 
Co-Founder, Board of Directors Member

MetaMind Innovations P.C. | May 2021 – Present

Role/Activities: My role in MetaMind Innovations P.C. focuses mainly on coordinating the cybersecurity projects of the company.

 
Research Associate

ITHACA Lab – University of Western Macedonia | Feb 2017 – March 2023

Role/Activities: Research associate in R&D projects, such as H2020 SPEAR, H2020 SDN-microSENSE, H2020 TERMINET, H2020 EVIDENT, H2020 ELECTRON and MARS. More information for each project is given below.

 
Grants Writer

ITHACA Lab – University of Western Macedonia | Feb 2017 – Present

Role/Activities: Proposal writing in the context of Horizon 2020, Horizon Europe and national funding schemes.

 
Teaching Assistant | Lab Associate

ITHACA Lab – University of Western Macedonia  | Feb 2017 – Present

  • Course: Y11 – Computer and Network Security
  • Course: Y2 – Analysis and Simulation of Communication Networks
  • Course: E9 – Queuing Systems
  • Course: YY – Basic Principles of Internet of Things
 
Software Developer

Webexpert | Jul 2015 – Sep 2016

Role/Activities: Development of Mobile Applications (Android), REST APIs

Publications.

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Scholarly & Research Metrics

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Journals
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Conferences
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Book Chapters
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Best Paper Awards
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Citations
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h-index
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i10-index
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R&D Projects

Journals

A/A Paper
[J15] G. Amponis, P. Radoglou-Grammatikis, T. Lagkas, S. Ouzounidis, M. Zevgara, I. Moscholios, S. Goudos, and P. Sarigiannidis, “Generating full-stack 5G security datasets: IP-layer and core network persistent PDU session attacks,” AEU – International Journal of Electronics and Communications, p. 154913, 2023.
[Link] [PDF]
[J14] P. Radoglou-Grammatikis, SecureCyber: An SDN-Enabled SIEM for Enhanced Cybersecurity in the Industrial Internet of Things, IEEE COMSOC MMTC Communications – Frontiers, vol.18, no. 2, pp. 16-21, March 2023.
[Link] [PDF]
[J13] G. Amponis, P. Radoglou-Grammatikis, T. Lagkas, W. Mallouli, A. Cavalli, D. Klonidis, E. Markakis, and P. Sarigiannidis, “Threatening the 5G core via PFCP DOS attacks: The case of blocking UAV Communications”, EURASIP Journal on Wireless Communications and Networking, vol. 2022, no. 1, 2022, doi: 10.1186/s13638-022-02204-5.
[Link] [PDF]
[J12] G. Amponis, T. Lagkas, K. Tsiknas, P. Radoglou-Grammatikis, and P. Sarigiannidis, “Introducing a new TCP variant for UAV networks following comparative simulations”, Simulation Modelling Practice and Theory, p. 102708, 2022, doi: 10.1016/j.simpat.2022.102708.
[Link] [PDF]
[J11] P. Radoglou-Grammatikis, P. Sarigiannidis, P. Diamantoulakis, T. Lagkas, T. Saoulidis, E. Fountoukidis and G. Karagiannidis, “Strategic Honeypot Deployment in Ultra-Dense Beyond 5G Networks: A Reinforcement Learning Approach”, in IEEE Transactions on Emerging Topics in Computing, 2022, doi: 10.1109/TETC.2022.3184112.
[Link] [PDF]
[J10] I. Nwankwo, M. Stauch, P. Radoglou-Grammatikis, P. Sarigiannidis, G. Lazaridis, A. Drosou and D. Tzovaras, “Data Protection and Cybersecurity Certification Activities and Schemes in the Energy Sector”, Electronics, vol. 11, no. 6, p. 965, Mar. 2022, doi: 10.3390/electronics11060965.
[Link] [PDF]
[J9] P. Radoglou-Grammatikis, P. Sarigiannidis, C. Dalamagkas, Y. Spyridis, T. Lagkas, G. Efstathopoulos, A. Sesis, I. L. Pavon, R. T. Burgos, R. Diaz, A. Sarigiannidis, D. Papamartzivanos, S. A. Menesidou, G. Ledakis, A. Pasias, T. Kotsiopoulos, A. Drosou, O. Mavropoulos, A. C. Subirachs, P. P. Sola, J. L. Domínguez-García, M. Escalante, M. M. Alberto, B. Caracuel, F. Ramos, V. Gkioulos, S. Katsikas, H. C. Bolstad, D.-E. Archer, N. Paunovic, R. Gallart, T. Rokkas, and A. Arce, “SDN-Based Resilient Smart Grid: The SDN-microSENSE Architecture”, Digital, vol. 1, no. 4, pp. 173–187, Sep. 2021, doi: 10.3390/digital1040013.
[Link] [PDF]
[J8]
P. Radoglou-Grammatikis, K. Rompolos, P. Sarigiannidis, V. Argyriou, T. Lagkas, A. Sarigiannidis, S. Goudos and S. Wan, “Modeling, Detecting, and Mitigating Threats Against Industrial Healthcare Systems: A Combined Software Defined Networking and Reinforcement Learning Approach”, in IEEE Transactions on Industrial Informatics, vol. 18, no. 3, pp. 2041-2052, March 2022, doi: 10.1109/TII.2021.3093905.
[Link] [PDF]
[J7] 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”, in IEEE Transactions on Network and Service Management, vol. 18, no. 2, pp. 1137-1151, June 2021, doi: 10.1109/TNSM.2021.3078381.
[Link] [PDF]
[J6] P. Radoglou-Grammatikis, P. Sarigiannidis, E. Iturbe, E. Rios,S. Martinez, A. Sarigiannidis, G. Eftathopoulos, I. Spyridis, A. Sesis,N. Vakakis, D. Tzovaras, E. Kafetzakis, I. Giannoulakis, M. Tzifas, A. Giannakoulias, M. Angelopoulos, and F. Ramos, “SPEAR SIEM: A Security Information and Event Management System for the Smart Grid”, Computer Networks, p. 108008, 2021, doi: 10.1016/j.comnet.2021.108008.
[Link] [PDF]
[J5] 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, doi: 10.3390/s20185305.
[Link] [PDF]
[J4] 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, doi: 10.3390/s20154199.
[Link] [PDF]
[J3] P. Radoglou-Grammatikis, P. Sarigiannidis, T. Lagkas, and I. Moscholios, “A compilation of UAV applications for Precision Agriculture”, Computer Networks, vol. 172, p. 107148, 2020, doi: 10.1016/j.comnet.2020.107148.
[Link] [PDF]
[J2] P. I. Radoglou-Grammatikis and P. G. Sarigiannidis, “Securing the Smart Grid: A Comprehensive Compilation of Intrusion Detection and Prevention Systems”, in IEEE Access, vol. 7, pp. 46595-46620, 2019, doi: 10.1109/ACCESS.2019.2909807.
[Link] [PDF]
[J1] P. I. Radoglou Grammatikis, P. G. Sarigiannidis, and I. D. Moscholios, “Securing the internet of things: Challenges, threats and solutions”, Internet of Things, vol. 5, pp. 41–70, 2019, doi: 10.1016/j.iot.2018.11.003.
[Link] [PDF]

Conferences

 

A/A Paper
[C29] P. Radoglou-Grammatikis, A. Liatifis, C. Dalamagkas, A. Lekidis, K. Voulgaridis, T. Lagkas, N. Fotos, S.-A. Menesidou, T. Krousarlis, P. R. Alcazar, J. F. Martinez, A. Skarmeta, A. M. Martín, I. Angulo, J. V. Nieto, H. Koshutanski, R. D. Rodriguez, I. Siniosoglou, O. Mavropoulos, K. Kyranou, T. Saoulidis, A. Adir, R. Masalha, E. Bellini, N. Kolokotronis, S. Shiaeles, J. G. Franquelo, G. Lalas, A. Zalonis, A. Voulgaridis, A. Bintoudi, K. Votis, D. Pampliega, and P. Sarigiannidis, “Electron: An architectural framework for securing the smart electrical grid with federated detection, Dynamic Risk Assessment and self-healing”, Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023, pp. 1-8, doi: 10.1145/3600160.3605161.
[Link] [PDF] [Slides]
[C28] D. C. Asimopoulos, P. Radoglou-Grammatikis, I. Makris, V. Mladenov, K. E. Psannis, S. Goudos, and P. Sarigiannidis, “Breaching the defense: Investigating FGSM and CTGAN adversarial attacks on IEC 60870-5-104 AI-enabled Intrusion Detection Systems”, Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023, pp. 1-8, doi: 10.1145/3600160.3605163.
[Link] [PDF] [Slides]
[C27] M. Siganos, P. Radoglou-Grammatikis, I. Kotsiuba, E. Markakis, I. Moscholios, S. Goudos, and P. Sarigiannidis, “Explainable AI-based intrusion detection in the internet of things”, Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023, pp. 1-10, doi: 10.1145/3600160.3605162.
[Link] [PDF] [Slides]
[C26] S. Grigoriadou, P. Radoglou-Grammatikis, P. Sarigiannidis, I. Makris, T. Lagkas, V. Argyriou, A. Lytos and E. Fountoukidis, “Hunting IoT Cyberattacks With AI – Powered Intrusion Detection,” 2023 IEEE International Conference on Cyber Security and Resilience (CSR), Venice, Italy, 2023, pp. 142-147, doi: 10.1109/CSR57506.2023.10224981.
[Link] [PDF] [Slides]
[C25]
B. Villarini, P. Radoglou-Grammatikis, T. Lagkas, P. Sarigiannidis and V. Argyriou, “Detection of Physical Adversarial Attacks on Traffic Signs for Autonomous Vehicles,” 2023 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT), BALI, Indonesia, 2023, pp. 31-37, doi: 10.1109/IAICT59002.2023.10205591.
[Link] [PDF]
[C24] G. Amponis, P. Radoglou-Grammatikis, G. Nakas, S. Goudos, V. Argyriou, T. Lagkas, and P. Sarigiannidis, “5G core PFCP Intrusion Detection Dataset”, 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2023.
[Link] [PDF] [Slides]
[C23] P. Radoglou-Grammatikis, C. Dalamagkas, T. Lagkas, M. Zafeiropoulou, M. Atanasove, P. Zlatev, A-A. Boulogeorgos, V. Argyriou, E. K. Markakis, I. Moscholios and P. Sarigiannidis “False Data Injection Attacks against Low Voltage Distribution Systems”, GLOBECOM 2022 – 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022, pp. 1856-1861, doi: 10.1109/GLOBECOM48099.2022.10000880.
[Link] [PDF] [Slides]
[C22] G. Amponis, P. Radoglou-Grammatikis, T. Lagkas, S. Ouzounidis, M. Zevgara, I. Moscholios, S. Goudos and P. Sarigiannidis, “Towards Securing Next-Generation Networks: Attacking 5G Core/RAN Testbed”, 2022 Panhellenic Conference on Electronics & Telecommunications (PACET), 2022, pp. 1-4, doi: 10.1109/PACET56979.2022.9976365.
[Link] [PDF] [Slides]
[C21] A. Lytos, D. Pliatsios, P-A. Karypidis, P. Radoglou-Grammatikis, I. M.A. Bothos, I. Pragidis, A. Sarigiannidis, D. Margounakis, E. Grigoriou, T. Saoulidis, E. Fountoukidis and P. Sarigiannidis, “The EVIDENT Platform: Leveraging Crowdsourcing Approaches for Assessing Consumers Behavior”, 2022 2nd International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED), 2022, pp. 1-6, doi: 10.1109/SyNERGYMED55767.2022.9941403.
[Link] [PDF] [Slides]
[C20]
G. Amponis, T. Lagkas, D. Karampatzakis, P. Radoglou-Grmmatikis, V. Argyriou, I. Moscholios, S. Goudos and P. Sarigiannidis, “Efficient Peer-to-Peer Unicasting for VANET Architectures via Enhanced Monolithic Protocols”, 2022 7th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), 2022, pp. 1-8, doi: 10.1109/SEEDA-CECNSM57760.2022.9932897.
[Link] [PDF] [Slides]
[C19]
S. Giannakidou, P. Radoglou-Grammatikis, S. Koussouris, M. Pertselakis, N. Kanakaris, A. Lekidis, K. Kaltakis, M. P. Koidou, C. Metallidou, K. E. Psannis, S. Goudos and P. Sarigiannidis, “5GEnabled NetApp for Predictive Maintenance in Critical Infrastructures”, 2022 5th World Symposium on Communication Engineering (WSCE), 2022, pp. 129-132, doi: 10.1109/WSCE56210.2022.9916037.
[Link] [PDF] [Slides]
[C18] V. Kelli, P. Radoglou-Grammatikis, A. Sesis, T. Lagkas, E. Fountoukidis, E. Kafetzakis, I. Giannoulakis and P. Sarigiannidis, “Attacking and Defending DNP3 ICS/SCADA Systems”, 2022 18th International Conference on Distributed Computing in Sensor Systems (DCOSS), 2022, pp. 183-190, doi: 10.1109/DCOSS54816.2022.00041.
[Link] [PDF] [Slides]
[C17] A. Liatifis, C. Dalamagkas, P. Radoglou-Grammatikis, T. Lagkas, E. Markakis, V. Mladenov and P. Sarigiannidis, “Fault-Tolerant SDN Solution for Cybersecurity Applications”, Proceedings of the 17th International Conference on Availability, Reliability and Security, 2022, doi: 10.1145/3538969.3544479.
[Link] [PDF] [Slides]
[C16] E. Grigoriou, A. Liatifis, P. Radoglou-Grammatikis, T. Lagkas, I. Moscholios, E. Markakis and P. Sarigiannidis, “Protecting IEC 60870-5-104 ICS/SCADA Systems with Honeypots”, 2022 IEEE International Conference on Cyber Security and Resilience (CSR), 2022, pp. 345-350, doi: 10.1109/CSR54599.2022.9850329.
[Link] [PDF] [Slides]
[C15] V. Kelli, P. Radoglou-Grammatikis, T. Lagkas, E. K. Markakis and P. Sarigiannidis, “Risk Analysis of DNP3 Attacks”, 2022 IEEE International Conference on Cyber Security and Resilience (CSR), 2022, pp. 351-356, doi: 10.1109/CSR54599.2022.9850291.
[Link] [PDF] [Slides]
[C14] A. Liatifis, P-R. Alcazar, P. Radoglou-Grammatikis, D. Papamartzivanos, S. Menesidou, T. Krousalis, M. M. Alberto, I. Angulo, A. Sarigiannidis, T. Lagkas, V. Argyriou, A. Skarmeta and P. Sarigiannidis, “Dynamic Risk Assessment and Certification in the Power Grid: A Collaborative Approach”, 2022 IEEE 8th International Conference on Network Softwarization (NetSoft), 2022, pp. 462-467, doi: 10.1109/NetSoft54395.2022.984403.
[Link] [PDF]
[C13]
P. Radoglou-Grammatikis, A. Liatifis, E. Grigoriou, T. Saoulidis, A. Sarigiannidis, T. Lagkas and P. Sarigiannidis, “TRUSTY: A Solution for Threat Hunting Using Data Analysis in Critical Infrastructures”, 2021 IEEE International Conference on Cyber Security and Resilience (CSR), 2021, pp. 485-490, doi: 10.1109/CSR51186.2021.9527936.
[Link] [PDF] [Slides] [Video]
[C12]
P. Radoglou-Grammatikis, P. Sarigiannidis, G. Efstathopoulos, T. Lagkas, G. Fragulis and A. Sarigiannidis, “A Self-Learning Approach for Detecting Intrusions in Healthcare Systems”, ICC 2021 – IEEE International Conference on Communications, 2021, pp. 1-6, doi: 10.1109/ICC42927.2021.9500354.
[Link] [PDF] [Slides] [Video]
[C11]
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”, 2020 12th Electrical Engineering Faculty Conference (BulEF), 2020, pp. 1-6, doi: 10.1109/BulEF51036.2020.9326016.
[Link] [PDF]
[C10] P. Radoglou-Grammatikis, P. Sarigiannidis, G. Efstathopoulos, P.-A.Karypidis, and A. Sarigiannidis, “Diderot: An intrusion detection and prevention system for dnp3-based scada systems”, in Proceedings of the 15th International Conference on Availability, Reliability and Security, ser. ARES ’20.New York, NY, USA: Association for Computing Machinery, 2020, doi: 10.1145/3407023.3409314.
[Link] [PDF] [Slides] [Video]
[C9] P. Radoglou Grammatikis, P. Sarigiannidis, E. Iturbe, E. Rios, A. Sarigiannidis, O. Nikolis, D. Ioannidis, V. Machamint, M. Tzifas, A. Giannakoulias, M. K. Angelopoulos, A. Papadopoulos and F. Ramos, “Secure and Private Smart Grid: The SPEAR Architecture”, 2020 6th IEEE Conference on Network Softwarization (NetSoft), 2020, pp. 450-456, doi: 10.1109/NetSoft48620.2020.9165420.
[Link] [PDF] [Slides]
[C8] P. Radoglou-Grammatikis, I. Siniosoglou, T. Liatifis, A. Kourouniadis, K. Rompolos and P. Sarigiannidis, “Implementation and Detection of Modbus Cyberattacks”, 2020 9th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2020, pp. 1-4, doi: 10.1109/MOCAST49295.2020.9200287.
[Link] [PDF] [Slides] [Video]
[C7] P. Radoglou-Grammatikis, P. Sarigiannidis, A. Sarigiannidis, D. Margounakis, A. Tsiakalos and G. Efstathopoulos, “An Anomaly Detection Mechanism for IEC 60870-5-104”, 2020 9th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2020, pp. 1-4, doi: 10.1109/MOCAST49295.2020.9200285.
[Link] [PDF] [Slides] [Video]
[C6] G. Efstathopoulos, P. Radoglou-Grammatikis, P. Sarigiannidis, V. Argyriou, A. Sarigiannidis, K. Stamatakis, M. K. Angelopoulos and S. Athanasopoulos, “Operational Data Based Intrusion Detection System for Smart Grid”, 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2019, pp. 1-6, doi: 10.1109/CAMAD.2019.8858503.
[Link] [PDF] [Slides]
[C5] P. Radoglou-Grammatikis, P. Sarigiannidis, I. Giannoulakis, E. Kafetzakis and E. Panaousis, “Attacking IEC-60870-5-104 SCADA Systems”, 2019 IEEE World Congress on Services (SERVICES), 2019, pp. 41-46, doi: 10.1109/SERVICES.2019.00022.
[Link] [PDF] [Slides]
[C4] P. Radoglou-Grammatikis, P. Sarigiannidis, T. Liatifis, T. Apostolakos and S. Oikonomou, “An Overview of the Firewall Systems in the Smart Grid Paradigm”, 2018 Global Information Infrastructure and Networking Symposium (GIIS), 2018, pp. 1-4, doi: 10.1109/GIIS.2018.8635747.
[Link] [PDF] [Slides]
[C3] P. I. Radoglou-Grammatikis and P. G. Sarigiannidis, “An Anomaly-Based Intrusion Detection System for the Smart Grid Based on CART Decision Tree”, 2018 Global Information Infrastructure and Networking Symposium (GIIS), 2018, pp. 1-5, doi: 10.1109/GIIS.2018.8635743.
[Link] [PDF] [Slides]
[C2] P. I. Radoglou-Grammatikis and P. G. Sarigiannidis, “Flow anomaly based intrusion detection system for Android mobile devices”, 2017 6th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2017, pp. 1-4, doi: 10.1109/MOCAST.2017.7937625.
[Link] [PDF] [Slides]
[C1]
P. Radoglou-Grammatikis, E. Manganopoulou, and M. Dasygenis, “Parallelization of the hierarchical search in python for high performance embedded systems”, in 2016 5th International Conference on Modern Circuits and Systems Technologies (MOCAST), May 2016, pp. 1–4, doi: 10.1109/MOCAST.2016.7495138.
[Link] [PDF] [Slides]

 

Book Chapters

A/A Chapter Book
[B1] P. Radoglou-Grammatikis and P. Sarigiannidis, “Chapter 5: Network Threats, Book: CyberSecurity Threats, Actors, and Dynamic Mitigation”, 2021, doi: 10.1201/9781003006145.
[Link] 

 

Other Authoring Activities

A/A Other
[O4] P. Radoglou-Grammatikis, T. Lagkas and Panagiotis Sarigiannidis, “Next Generation IoT Reference Solution: The TERMINET Project”, in Open Access Government, 2021.
[Link]
[O3] P. Radoglou-Grammatikis, T. Lagkas and Panagiotis Sarigiannidis, “Secure and resilient electrical power and energy systems: the SDN-microSENSE project”, in The Project Repository Journal (PRj), 2021.
[Link] [PDF]
[O2] P. Radoglou-Grammatikis and Panagiotis Sarigiannidis, “Secure and Private Smart Grid: The SPEAR Project “, in The Project Repository Journal (PRj), 2021.
[Link] [PDF]
[O1] P. Sarigiannidis, G. Kakamoukas, D. Pliatsios, P. Radoglou-Grammatikis, A. Traintafyllou, Η Αρχιτεκτονική SPEAR, European Union’s Horizon 2020 Framework Programme For Research and Innovation, 2018.
[PDF] [Slides]

 

Diploma Thesis

Π. Ράδογλου-Γραμματίκης και Π. Σαρηγιαννίδης, Υλοποίηση Συστήματος Ανίχνευσης Εισβολών σε Περιβάλλον Android για Ασύρματα Δίκτυα Πρόσβασης, Πανεπιστήμιο Δυτικής Μακεδονίας, 2016.

[Link] [PDF] [Slides]

 

PhD Thesis

P. Radoglou-Grammatikis, Security and Privacy in the Internet of Things, University of Western Macedonia, 2023.

[Link] [PDF] [Slides]

Datasets.

2023-05-09T16:47:52+03:00
5GC PFCP Intrusion Detection Dataset
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5GC PFCP Intrusion Detection Dataset

Dataset Description The advancements in the field of telecommunications have resulted in an increasing demand for robust, high-speed, and secure connections between User Equipment (UE) instances and the Data Network (DN). The implementation of the newly defined 3rd Generation Partnership Project 3GPP (3GPP) network architecture in the 5G Core (5GC) represents a significant leap [...]

2022-12-17T15:21:18+03:00
DNP3 Intrusion Detection Dataset
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DNP3 Intrusion Detection Dataset

Dataset Description In the digital era of the Industrial Internet of Things (IIoT), the conventional Critical Infrastructures (CIs) are transformed into smart environments with multiple benefits, such as pervasive control, self-monitoring and self-healing. However, this evolution is characterised by several cyberthreats due to the necessary presence of insecure technologies. DNP3 is an industrial communication protocol [...]

2023-01-14T16:30:31+03:00
Cherry Tree Disease Detection Dataset
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Cherry Tree Disease Detection Dataset

Dataset Description This cherry tree disease detection dataset is a multimodal, multi-angle dataset which was constructed for monitoring the growth of cherry trees, including stress analysis and prediction. An orchard of cherry trees is considered in the area of Western Macedonia, where 577 cherry trees were recorded in a full crop season starting from [...]

2022-12-12T00:43:29+03:00
IEC 60870-5-104 Intrusion Detection Dataset
Gallery

IEC 60870-5-104 Intrusion Detection Dataset

Dataset Description The evolution of the Industrial Internet of Things (IIoT) introduces several benefits, such as real-time monitoring, pervasive control and self-healing. However, despite the valuable services, security and privacy issues still remain given the presence of legacy and insecure communication protocols like IEC 60870-5-104. IEC 60870-5-104 is an industrial protocol widely applied in [...]

Research Projects.

 
 
Horizon Europe – Across

K3Y | January 2023 – Present

ACROSS (6.398.063,75 EUR) develops an efficient and automated service deployment platform for next-gen networks. It utilizes distributed domain-level orchestrators and a cloud-managed multi-domain orchestrator for scalability. Features include deep telemetry, AI-driven intelligence, cross-domain provisioning, and secure orchestration. Testing validates intelligent and trusted zero-touch provisioning processes for submission as proof of concept projects to standards and open-source initiatives.
 
Role/Activities: My role focuses on coordinating the design and implementation activities of storage and analytics services
 
Horizon Europe – UP2030

K3Y | January 2023 – Present

UP2030 (11.081.846,00 EUR) aims to guide cities through the socio-technical transitions required to meet their climate neutrality ambitions. It will do so by enabling a quantum leap from a ´business as usual´, project-by-project decarbonisation approach to a vision-driven, strategy-based approach that is anchored on sound projects and renewed policy development.
 
Role/Activities: My role focuses on the big data life-cycle, allowing the chaining of value-adding activities across multiple platforms.
 
Horizon Europe – INCODE

K3Y | January 2023 – Present

INCODE (7.153.035,38 EUR) aims to develop an open platform for deploying and managing user applications on distributed, diverse IoT-Edge infrastructures. The platform offers enhanced programmability, spanning from the user interface to infrastructure management. It incorporates an orchestration framework that integrates with IoT, edge/cloud computing, and networking platforms, following a vertical layered approach and user-defined networking features.
 
Role/Activities: My contribution focuses on the coordination of the K3Y technical activities, focusing on the implementation of security attestation mechanisms.
 
Drones4GREEN

K3Y | Dec 2022 – Present

The primary motivation of Drones4GREEN (400000 EUR) is to promote new business opportunities in the domain of drone technology by establishing an open learning environment that will enable the acquisition of competencies and skills related to the drone technology. Drones4GREEN aims to create an updated HEI curricula that will provide the practical and theoretical knowledge required for capitalizing the drone technology into industrial settings and paving the path towards an industrywide “greenification” and sensitization towards environmental and climatic parameters.

Role/Activities: My role focuses on coordinating the development of mobile applications (designed for Android/iPhone users) that will support drone flights. 

 
Horizon Europe – TRUSTEE

K3Y | July 2022 – Present

TRUSTEE (8.706.263,75 EUR) is an Horizon Europe project, which aims to bring a green, secure, trustworthy, and privacy-aware framework that will aggregate various interdisciplinary data repositories, such as Healthcare, Education, Energy, Space, Automotive, Cross-border etc. and also consider other European data federation spaces and trans-national initiatives, such as Gaia-X and EOSC.
 
Role/Activities: My contribution focuses on the coordination of the K3Y technical activities, focusing mainly on investigating explainable Artificial Intelligence (AI) techniques based on the TRUSTEE requirements and sspecifications.
 
H2020 TREEADS

K3Y | Dec 2021 – Present

Considering the socio-ecological transition of Europe 2030, and towards a more resilient and informed community, focusing on the forests that are near wildfire risk, TREEADS (22.918.035,01 EUR) propose a holistic platform that is able in every state challenge to provide a competitive advantage for EUROPE 2050. The proposed project will cover all the fire management phases (i.e. prevention and preparedness, detection and response, restoration and adaptation).

Role/Activities: My role in TREEADS focuses on environmental and ecological models.

 
H2020-MSCA SwiftV2X

K3Y | Dec 2021 – Present

SwiftV2X (289.800 EUR) will design smart and dynamic algorithms to manage mmWave beam allocations in CAV ecosystems. It will study the mmWave beam allocations and recommend intelligent algorithms based on traditional optimisation techniques. The project also intends to explore the radio resource allocation under multi-radio access technologies and vehicle-to-vehicle communication.

Role/Activities: My role focuses on coordinating the technical activities of K3Y.

 
H2020 5G-INDUCE

K3Y | Jan 2021 – Present

5G-INDUCE (8.023.775 EUR) aims to develop open NFV compatible 5G orchestration platform for advanced 5G NetApps. It enables NetApp developers to define and modify requirements; 5G-INDUCES novelty is the intelligent OSS which exposes network capabilities to users without revealing sensitive information; this enables an application-oriented management and optimization approach, while offering a development environment for the design and deployment of custom applications without external dependencies.

Role/Activities: My role in 5G-INDUCE focuses on coordinating the technical activities of K3Y with respect to implementing Artificial Intelligence (AI) applications for predictive maintenance.

 
H2020 SANCUS

K3Y | Sep 2020 – Present

SANCUS (4.999.731,25 EUR) will dimension novel metrics (i.e., the security-vs-privacy-vs-reliability efficiency trade-off), to measure the cybersecurity and privacy explicitly, flexibly, and automatically . To realise this, SANCUS leverages the FiV, CiV, SiD, AcE, MiU and GiO, enignes to combine unique modelling of the IoT units, cutting-edge methods for automated software validation and verification, and innovative AI-driven techniques for the automated optimisation of the control and trust of digital services.
 
Role/Activities: My role in SANCUS is related to organising and managing the K3Y technical activities that focus on modelling complex cyberattack scenarios and implementing attack generators. Moreover, a special emphasis will be given to Intrusion Detection and Prevention Systems (IDPS) against 5G cyberattacks
 
JAUNTY

K3Y | Sep 2020 – Present

JAUNTY (281.135,00 EUR) project transfers research outputs from the “Secure and Private Smart Grid (SPEAR)” and “SDN – microgrid reSilient Electrical eNergy SystEm (SDNmicroSENSE)” projects back into European education. It aims to enhance undergraduate students’ knowledge and skills in Smart Energy Management Systems (SEMS) through joint and distant courses, as well as remote labs. The project provides an international educational experience from home, particularly benefiting students from disadvantaged backgrounds.

Role/Activities: My contribution focuses on the creation of educational material.

 
H2020 RAINBOW

K3Y | Jan 2020 – Present

RAINBOW (4.999.677,50 EUR) project will plan and develop an open and secured fog computing platform that will advance the management of extensible, diverse and safe IoT services and cross-cloud applications. The project envisages extending fog computing to its real potential by supplying the development, composition, data and network management to reach secure end-applications.

Role/Activities: My role focuses on validating the RAINBOW solution in three use cases.

 
H2020 SPIDER

K3Y | Jul 2019 – June 2022

SPIDER (7.461.352,47 EUR) will deliver an innovative Cyber Range as a Service platform that extends and combines the capabilities of existing telecommunication testbeds and cyber ranges into a unified facility for (i) testing new security technologies, (ii) training modern cyber defenders in near real-world conditions, and (iii) supporting organisations and relevant stakeholders in making optimal cybersecurity investment decisions.
 
Role/Activities: My role in SPIDER focuses on designing and implementing 5G cyberattack scenarios.
 
H2020 ELECTRON

ITHACA Lab – University of Western Macedonia | October 2021 – Present

ELECTRON (10.207.562,50 EUR) is an H2020 research project aiming to deliver a new-generation EPES platform capable of empowering the resilience of energy systems against cyber-physical attacks.
 
Role/Activities: My contribution focuses on (a) coordinating Work Package 2 (Work Package 2 leader), (b) implementing intrusion detection and prevention solutions using federated learning, (c) developing security orchestration mechanisms, (d) modelling Software Defined Networking (SDN)-based mitigation actions and (e) risk assessment and penetration testing.
 
H2020 EVIDENT

ITHACA Lab – University of Western Macedonia | Dec 2020 – Jan 2022

EVIDENT (1.998.750 EUR) will propose case studies under the framework of randomised controlled trials and surveys to define the main drivers of individual decision-making and to establish new relationships between energy consumption and other domains.

Role/Activities: My contribution focuses on the project coordination activities.
 
H2020 TERMINET

ITHACA Lab – University of Western Macedonia | November 2020 – Present

TERMINET (7.998.285 EUR) aims to provide a novel next generation reference architecture based on cutting-edge technologies, such as SDN, multiple-access edge computing and virtualisation for next generation IoT, while introducing new, intelligent IoT devices for low-latency, market-oriented use cases.

Role/Activities: My contribution focuses on (a) the project coordination, (b) the definition of the TERMINET architecture, (c) TERMINET federated learning framework and (d) TERMINET security.
 
H2020 SDN-microSENSE

ITHACA Lab – University of Western Macedonia | May 2019 – October 2022

SDN-microSENSE (10.100.963,21 EUR) intends to provide a set of secure, privacy-enabled and resilient to cyberattacks tools, thus ensuring the normal operation of Electrical Power and Energy System (EPES) as well as the integrity and the confidentiality of communications.

Role/Activities: My contribution focuses on (a) coordinating UOWM technical activities, (b) developing intrusion detection mechanisms, (c) investigating SDN for cybersecurity purposes and (d) performing penetration testing processes.

 
MARS

ITHACA Lab – University of Western Macedonia | Dec 2018 – July 2021

MARS (999.000,00 EUR) aims at developing appropriate software applications for monitoring crops efficiently via Unmanned Aerial Vehicles (UAVs).

Role/Activities: My contribution focuses on big data analytics and developing mobile applications.
 
H2020 SPEAR

ITHACA Lab – University of Western Macedonia  | May 2018 – October 2021

SPEAR (2.965.569,14 EUR) aims at developing appropriate mechanisms capable of detecting possible cyberattacks and anomalies against the smart grid.

Role/Activities: My contribution focuses on (a) coordinating WP3 activities (WP3 leader), (b) developing intrusion detection mechanisms, (c) developing appropriate visualization methods and (d) performing penetration testing processes.
 

Honors & Awards.

 
 

S. Grigoriadou, P. Radoglou-Grammatikis, P. Sarigiannidis, I. Makris, T. Lagkas, V. Argyriou, A. Lytos and E. Fountoukidis, “Hunting IoT Cyberattacks With AI – Powered Intrusion Detection,” 2023 IEEE International Conference on Cyber Security and Resilience (CSR), Venice, Italy, 2023, pp. 142-147, doi: 10.1109/CSR57506.2023.10224981.
[PDF]

 

Ioannidis, John P.A. (2022), “September 2022 data-update for “Updated science-wide author databases of standardized citation indicators””, Mendeley Data, V4, doi: 10.17632/btchxktzyw.4
[Link]

 
Best Paper Award  – SEEDA CECNSM 2022

G. Amponis, T. Lagkas, D. Karampatzakis, P. Radoglou-Grmmatikis, V. Argyriou, I. Moscholios, S. Goudos and P. Sarigiannidis, “Efficient Peer-to-Peer Unicasting for VANET Architectures via Enhanced Monolithic Protocols,” 2022 7th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), 2022, pp. 1-8, doi: 10.1109/SEEDA-CECNSM57760.2022.9932897.
[PDF]

 
Best Oral Presentation Award  – WSCE 2022

S. Giannakidou, P. Radoglou-Grammatikis, S. Koussouris, M. Pertselakis, N. Kanakaris, A. Lekidis, K. Kaltakis, M. P. Koidou, C. Metallidou, K. E. Psannis, S. Goudos and P. Sarigiannidis, “5G-Enabled NetApp for Predictive Maintenance in Critical Infrastructures,” 2022 5th World Symposium on Communication Engineering (WSCE), 2022, pp. 129-132, doi: 10.1109/WSCE56210.2022.9916037.
[PDF]

 
Best Student Paper Award – IEEE CSR 2021

P. Radoglou-Grammatikis et al., “TRUSTY: A Solution for Threat Hunting Using Data Analysis in Critical Infrastructures,” 2021 IEEE International Conference on Cyber Security and Resilience (CSR), 2021, pp. 485-490, doi: 10.1109/CSR51186.2021.9527936.
[PDF]

 
Best Paper Award – IEEE CAMAD 2019

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 IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, Limassol, Cyprus, 2019, pp. 1-6.
[PDF]

 
Editor’s Choice Article – ARIES: A Novel Multivariate Intrusion Detection System for Smart Grid
The paper entitled “ARIES: A Novel Multivariate Intrusion Detection System for Smart Grid” was selected by the MDPI Sensors Editors-in-Chief as a work of particular interest, and was deemed to be highly important in its research area.
[PDF]
 

Research Activities.

 

 

Research Interests
Cybersecurity, Intrusion Detection, Risk Assessment, Applied Cryptography, Vulnerability Analysis, IoT Security, Smart Grid Security, Penetration Testing, Machine Learning, Deep Learning, Reinforcement Learning, Honeypots, Security Games
 
Editorial Activities
  • Panagiotis Sarigiannidis, Thomas Lagkas, Vasileios Argyriou, Panagiotis Radoglou-Grammatikis, “The Evolution of Next Generation Internet of Things: Applications & Future Directions”, Springer, 2023.
    [Link]
  • Panagiotis Radoglou-Grammatikis, Panagiotis Sarigiannidis, Thomas Lagkas, and Vasileios Argyriou, “Cybersecurity in the Next-Generation Industrial Internet of Things Era: Modelling, Detecting and Mitigating Threats,” Electronics, MDPI, 2022.
    [Link]
 
Talks
  • Panagiotis Radoglou-Grammatikis, Risk Management in Electrical and Power Systems, Summer School in Cybersecurity, Privacy & Policy Intervations (CPPI), University of Western Macedonia, 2023.
    [Link]
  • Panagiotis Radoglou-Grammatikis, Industrial IoT Security, Department of Information and Electronic Engineering, International Hellenic University, 2022.
    [Link]
 
Reviewer in International journals
  • IEEE Internet of Things Journal (IEEE Publishing)
  • IEEE Communication Magazine (IEEE Publishing)
  • IEEE Transactions on Industrial Informatics (IEEE Publishing)
  • IEEE Transactions on Network and Service Management (IEEE Publishing)
  • IEEE Transactions on Industrial Cyber-Physical Systems (IEEE Publishing)
  • IEEE Access (IEEE Publishing)
  • IEEE Open Journal of the Industrial Electronics Society (IEEE Publishing)
  • Energy Strategy Reviews (Elsevier Publishing)
  • Energy Reports (Elsevier Publishing)
  • Engineering Applications of Artificial Intelligence (Elsevier Publishing)
  • Journal of Industrial Information Integration (Elsevier Publishing)
  • Computer Network (Elsevier Publishing)
  • Information Science (Elsevier Publishing)
  • Engineering Failure Analysis (Elsevier Publishing)
  • Journal of Network and Computer Applications (Elsevier Publishing)
  • Sustainable Computing: Informatics and Systems (Elsevier Publishing)
  • Future Generation Computer Systems (Elsevier Publishing)
  • Physical Communication (Elsevier Publishing)
  • Computer Communication (Elsevier Publishing)
  • Ad Hoc Networks (Elsevier Publishing)
  • International Journal of Critical Infrastructure Protection (Elsevier Publishing)
  • International Journal of Electrical Power and Energy Systems (Elsevier Publishing)
  • Smart Health (Elsevier Publishing)
  • Cluster Computing (Springer Publishing)
  • Complex & Intelligent Systems (Springer Publishing)
  • Journal of Intelligent and Robotic Systems (Springer Publishing)
  • Artificial Intelligence Review (Springer Publishing)
  • International Journal of Information Security (Springer Publishing)
  • Discover Energy (Springer Publishing)
  • Sensors (MDPI Publishing)
  • Diagnostics (MDPI Publishing)
  • Applied Sciences (MDPI Publishing)
  • Electronics (MDPI Publishing)
  • Remote Sensing (MDPI Publishing)
  • Energies (MDPI Publishing)
  • Risks (MDPI Publishing)
  • Technologies (MDPI Publishing)
  • Drones (MDPI Publishing)
  • Journal of Sensor and Actuator Networks (MDPI Publishing)
  • Machine Learning and Knowledge Extraction (MDPI Publishing)
  • Big Data and Cognitive Computing (MDPI Publishing)
  • Frontiers in Public Health (Frontiers Publishing)
  • Algorithms (MDPI Publishing)
  • Information (MDPI Publishing)
  • Applied System Innovation (MDPI Publishing)
  • Future Internet (MDPI Publishing)
  • Cryptography (MDPI Publishing)
  • Computation (MDPI Publishing)
  • Security and Communication Networks (Hindawi Publishing)
  • Journal of Electrical and Computer Engineering (Hindawi Publishing)
  • IET Information Security (IET Publishing)
  • Electronics Letters (IET Publishing)
  • International Journal of Communication Systems (WILEY Publishing)
  • The Journal of Navigation (Cambridge Core Publishing)
  • Environmental Pollutants and Bioavailability (Taylor & Francis Publishing)
  • International Journal of Ambient Energy (Taylor & Francis Publishing)
  • Journal of Experimental & Theoretical Artificial Intelligence (Taylor & Francis Publishing)
  • Applied Economic Letters (Taylor & Francis Publishing)
  • Journal of Information Security (Scientific Research Publishing)
  • CMC-Computers, Materials & Continua (Tech Science Press)
 
Reviewer in International Conferences
  • ARES Conference/STAMP 2023
  • 2022 IEEE CSR – EPES-SPR Workshop
  • ARES 2021
  • SecSoft 2021
  • 4th International Conference on Intelligent Technologies and Applications INTAP 2021
  • IEEE Globecom 2020
  • IEEE NetSoft/SecSoft 2020
  • Inter Journal of Computing and Digital Systems 2020
  • IEEE Globecom 2019
  • IEEE ICC 2019
  • IEEE CAMAD 2019
  • IEEE ISCC 2019
  • IEEE Globecom 2018
  • IEEE COMNETSAT 2018
  • IEEE ANTS 2018
  • IEEE ISCC 2018
  • IEEE ICC 2018
  • 2018 5th NAFOSTED Conference on Information and Computer Science
  • Smart Cities Symposium 2018
  • 2018 International Conference on Computing, Networking and Communications (ICNC)
  • IEEE Globecom 2017
  • 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)
  • Second Symposium on Advances in Applied Informatics (SAI’17)
  • 2nd International Conference on Applied Soft Computing and Communication Networks (ACN’17
 
TPC Member of International Scientific Conferences

  • IEEE CloudCom 2023/IEEE International Workshop on Secure Cloud Continuum (SCC 2023)
  • 2023 IEEE Future Networks World Forum (FNWF’23)
  • 2023 IEEE CSR – EPES-SPR Workshop (Publicity chair)
  • ARES Conference/STAMP 2023
  • ARES Conference/EPESec 2023
  • ARES Conference/EPESec 2022
  • 2022 IEEE CSR – EPES-SPR Workshop (Publicity chair)
  • IEEE NetSoft/SecSoft Workshop 2022
  • IEEE NetSoft/SecSoft Workshop 2020
  • 2021 IEEE CSR – EPES-SPR Workshop (Publicity chair)
  • IEEE NetSoft/SecSoft Workshop 2021
  • ARES Conference/EPESec 2021