About.
Panagiotis Radoglou-Grammatikis
Experience.
Co-Founder
MetaMind Innovations P.C. | May 2021 – Present
MetaMind Innovations P.C. is the first spin-off οf the University of Western Macedonia, established for providing organisations, businesses and government agencies with cutting edge solutions and consulting services, giving a special emphasis to Artificial Intelligence (AI), metaverse and the Internet of Things (IoT).
Role/Activities: My role focuses mainly on organising the cybersecurity projects and managing/writing new funding proposals.
Technical Manager
K3Y Ltd | April 2021 – Present
Research Associate
ITHACA Lab – University of Western Macedonia | Feb 2017 – Present
Role/Activities: Research associate in various research 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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Also, please check Google Scholar, ORCID and ResearchGate
Scholarly Metrics
Journals
A/A | Paper |
---|---|
[J13] | P. Radoglou-Grammatikis et al., “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] [BibTeX] |
[J12] | 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] [BibTeX] |
[J11] | P. Radoglou-Grammatikis, Panagiotis Sarigiannidis and Panagiotis Sarigiannidis, “Secure and resilient electrical power and energy systems: the SDN-microSENSE project”, in The Project Repository Journal (PRj), 2021. [Link] [PDF] |
[J10] | 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. [Link] [PDF] [BibTeX] |
[J9] | P. Radoglou-Grammatikis and Panagiotis Sarigiannidis, “Secure and Private Smart Grid: The SPEAR Project,” in The Project Repository Journal (PRj), 2021. [Link] [PDF] |
[J8] | |
[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, doi: 10.1109/TNSM.2021.3078381. [Link] [PDF] [BibTeX] |
[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 smartgrid,”Computer Networks, p. 108008, 2021. [Link] [PDF] [BibTeX] |
[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. [Link] [PDF] [BibTeX] |
[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. [Link] [PDF] [BiBTeX] |
[J3] | P. Radoglou-Grammatikis, P. Sarigiannidis, T. Lagkas and I. Moscholios, “A Compilation of UAV Applications for Precision Agriculture”, Computer Networks, pp. 1-39, 2019. [Link] [PDF] [BibTeX] |
[J2] | P. I. Radoglou-Grammatikis and P. G. Sarigiannidis, “Securing the smart grid: A comprehensive compilation of intrusion detection and prevention systems”, IEEE Access, pp. 1–26, 2019. [Link] [PDF] [BibTeX] |
[J1] | P. 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. [Link] [PDF] [BibTeX] |
Conferences
A/A | Paper |
---|---|
[C14] | A. Liatifis, P. Alcazar, P. Radoglou-Grammatikis, D. Papamartzivanos, S. Menesidou, T. Krousarlis, 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. [Link] [PDF] [BibTeX] |
[C13] |
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.
|
[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] [BibTeX] [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), Varna, Bulgaria, 2020, pp. 1-6, doi: 10.1109/BulEF51036.2020.9326016.
[Link] [PDF] [BibTeX] |
[C10] |
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), Bremen, Germany, 2020, pp. 1-4, doi: 10.1109/MOCAST49295.2020.9200287.
[Link] [PDF] [Slides] [BibTeX] [Video] |
[C9] | 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), Bremen, Germany, 2020, pp. 1-4, doi: 10.1109/MOCAST49295.2020.9200285. [Link] [PDF] [Slides] [BibTeX] [Video] |
[C8] | 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 the15th International Conference on Availability, Reliability and Security, ser. ARES ’20.New York, NY, USA: Association for Computing Machinery, 2020. [Link] [PDF] [Slides] [BibTeX] [Video] |
[C7] | 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, F. Ramos, ‘Secure and Private Smart Grid: The SPEAR Architecture’, IEEE Conference on Network Softwarization (NetSoft), Paris, France, 2020. [Link] [PDF] [Slides] [BibTeX] |
[C6] | 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. [Link] [PDF] [Slides] [BibTeX] |
[C5] | P. Radoglou-Grammatikis, P. Sarigiannidis, I. Giannoulakis, E. Kafetzakis and E. Panaousis, “Attacking IEC-60870-5-104 SCADA Systems”, The 1st IEEE Services Workshop On Cyber Security And Resilience In The Internet Of Things, pp. 1-6, 2019. [Link] [PDF] [Slides] [BibTeX] |
[C4] | P. Radoglou-Grammatikis, P. Sarigiannidis, T. Liatifis, T. Apostolakos, and S. Oikonomou, “An overview of the firewall systems in the smart grid paradigm,” in2018 Global Information Infrastructure and Networking Symposium (GIIS), Oct 2018, pp. 1–4. [Link] [PDF] [Slides] [BibTeX] |
[C3] | P. I. Radoglou-Grammatikis and P. G. Sarigiannidis, “An anomaly-based intrusion detection system for the smart grid based on cart decision tree,”in2018 Global Information Infrastructure and Networking Symposium (GIIS), Oct 2018, pp. 1–5. [Link] [PDF] [Slides] [BibTeX] |
[C2] | P. I. Radoglou-Grammatikis and P. G. Sarigiannidis, “Flow anomaly based intrusion detection system for android mobile devices,” in20176th International Conference on Modern Circuits and Systems Technologies (MOCAST), May 2017, pp. 1–4. [Link] [PDF] [Slides] [BibTeX] |
[C1] | P. Radoglou-Grammatikis, E. Manganopoulou and M. Dasygenis, “Parallelization of the hierarchical search in Python for high performance embedded systems,” 2016 5th International Conference on Modern Circuits and Systems Technologies (MOCAST), Thessaloniki, Greece, 2016, pp. 1-4, doi: 10.1109/MOCAST.2016.7495138. [Link] [PDF] [Slides] [BibTeX] |
Book Chapters
A/A | Chapter Book |
---|---|
[B1] | P. Radoglou-Grammatikis and P. Sarigiannidis, “Chapter 5: Network Threats”, “Book: Cyber-Security Threats, Actors, and Dynamic Mitigation”, 2021. [Link] [BibTeX] |
Technical Reports
A/A | Technical Report |
---|---|
[T1] | 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
Research Projects.
Research Associate – H2020 ELECTRON
ITHACA Lab – University of Western Macedonia | October 2021 – Present
Research Associate – H2020 SPIDER
K3Y | April 2021 – Present
Research Associate – H2020 SANCUS
K3Y | April 2021 – Present
Research Associate – H2020 5G-INDUCE
K3Y | April 2021 – Present
5G-INDUCE (8.023.775 €) 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.
Research Associate – H2020 DRYADS
K3Y | April 2021 – Present
Role/Activities: My role in DRYADS focuses on environmental and ecological models.
Research Associate – H2020-MSCASwiftV2X
K3Y | April 2021 – Present
Role/Activities: My role focuses on coordinating the technical activities of K3Y.
Research Associate – H2020 RAINBOW
K3Y | April 2021 – Present
Role/Activities: My role focuses on validating the RAINBOW solution in three use cases.
Research Associate – H2020 EVIDENT
ITHACA Lab – University of Western Macedonia | December 2020 – January 2022
EVIDENT (1.998.750€) 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.
Research Associate – H2020 TERMINET
ITHACA Lab – University of Western Macedonia | November 2020 – Present
Research Associate – H2020 SDN-microSENSE
ITHACA Lab – University of Western Macedonia | May 2019 – Present
SDN-microSENSE (10.100.963,21€) 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.
Research Associate – MARS
ITHACA Lab – University of Western Macedonia | Dec 2018 – July 2021
Research Associate – H2020 SPEAR
ITHACA Lab – University of Western Macedonia | May 2018 – October 2021
Honors & Awards.
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
[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
Reviewer in International journals
- IEEE Internet of Things Journal (IEEE Publishing)
- IEEE Transactions on Industrial Informatics (IEEE Publishing)
- IEEE Transactions on Network and Service Management (IEEE Publishing)
- IEEE Access (IEEE Publishing)
- Computer Network (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)
- Discover Energy (Springer Publishing)
- Sensors (MDPI Publishing)
- Applied Sciences (MDPI Publishing)
- Electronics (MDPI Publishing)
- Remote Sensing (MDPI Publishing)
- Risks (MDPI Publishing)
- Technologies (MDPI Publishing)
- Drones (MDPI Publishing)
- Journal of Sensor and Actuator Networks (MDPI Publishing)
- MAKE (MDPI Publishing)
- Machine Learning and Knowledge Extraction (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)
- Security and Communication Networks (Hindawi Publishing)
- Journal of Electrical and Computer Engineering (Hindawi Publishing)
- IET Information Security (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
- Journal of Information Security (Scientific Research Publishing)
Reviewer in International Conferences
- 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
- 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