Panagiotis Radoglou-Grammatikis

Panagiotis Radoglou-Grammatikis received the Diploma degree (MEng, 5 years) 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. He is now a PhD candidate in the same department. His main research interests are in the area of cybersecurity and mainly focus on intrusion detection, vulnerability research and applied cryptography. He has published more than 20 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 received the Best Paper award in 2019 IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (IEEE CAMAD). 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 topic board of Electronics (MDPI Publishing). Currently, he is working as a research associate at the University of Western Macedonia in national and European funded research projects, including (a) H2020-DS-SC7-2017 (DS-07-2017), SPEAR: Secure and PrivatE smArt gRid, (b) H2020-SU-DS-2018 (SU-DS04-2018), SDN-microSENSE: SDN-microgrid reSilient Electrical eNergy SystEm, (c) MARS: sMart fArming with dRoneS (Competitiveness, Entrepreneurship, and Innovation), (d) H2020-ICT-2020-1 (ICT-56-2020) TERMINET: nexT gEneRation sMart INterconnectEd ioT and (e) H2020-LC-SC3-EE-2020-1 (LC-SC3-EC-4-2020) EVIDENT: bEhaVioral Insihts anD Effective eNergy policy acTions. Finally, he is a member of the IEEE and the Technical Chamber of Greece.




Research Associate – H2020 EVIDENT

University of Western Macedonia | December 2020 – Present

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. My contribution focuses on the project coordination.

Research Associate – H2020 TERMINET

University of Western Macedonia | November 2020 – Present

TERMINET (7.998.285€) 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. My contribution focuses on (a) the project coordination, (b) the definition of the TERMINET architecture, (c) TERMINET federated learning framework and (d) TERMINET security.

Research Associate – H2020 SDN-microSENSE

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. 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

University of Western Macedonia | Dec 2018 – Present

MARS (999.000,00 €) aims at developing appropriate software applications for monitoring crops efficiently via Unmanned Aerial Vehicles (UAVs). My contribution focuses on big data analytics and developing mobile applications.

Research Associate – H2020 SPEAR

University of Western Macedonia | May 2018 – Present

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

Grants Writer

University of Western Macedonia | Feb 2017 – Present

Teaching Assistant | Lab Associate

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

Development of Mobile Applications (Android), REST APIs



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A/A Paper
[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.
[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.
[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.
[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.
[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.
[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.
[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.



A/A Paper
[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.
[C8] P. Radoglou-Grammatikis, P. Sarigiannidis, G. Efstathopoulos, P.-A.Karypidis, and A. Sarigiannidis, “Diderot: An intrusion detection andprevention system for dnp3-based scada systems,” inProceedings of the15th International Conference on Availability, Reliability and Security,ser. ARES ’20.New York, NY, USA: Association for ComputingMachinery, 2020.
[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.
[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.
[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.
[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.
[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.
[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.
[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.


Book Chapters

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.


Diploma Thesis

Research Activities

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 Access, IEEE Internet of Things Journal, Computer Network (ELSEVIER), Physical Communication (ELSEVIER), Computer Communication (ELSEVIER), Ad Hoc Networks (ELSEVIER), Cluster Computing (Springer), Complex & Intelligent Systems (Springer), Applied Sciences (MDPI), Electronics (MDPI), Remote Sensing (MDPI), Risks (MDPI), Drones (MDPI), Applied System Innovation (MDPI), Journal of Sensor and Actuator Networks (MDPI), MAKE (MDPI), Machine Learning and Knowledge Extraction (MDPI), Information (MDPI), International Journal of Communication Systems (WILEY), Applied System Innovation (MDPI), Security and Communication Networks (Hindawi), Journal of Electrical and Computer Engineering (Hindawi), IET Information Security, The Journal of Navigation (Cambridge Core)


Reviewer in International Conferences

IEEE Globecom 2020, IEEE Globecom 2019, IEEE ICC 2019, IEEE Globecom 2018, SecSoft 2021


TPC Member of International Scientific Conferences

IEEE NetSoft/SecSoft Workshop 2020, IEEE CSR – EPES-SPR Workshop (Publicity chair), IEEE NetSoft/SecSoft Workshop 2021, ARES Conference/EPESec 2021