About.

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 has received two Best Paper Awards in IEEE CAMAD 2019 and IEEE CSR 2021, respectively. 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). Currently, he is working as a technical manager at K3Y Ltd, coordinating the technical activities of various R&D projects, including H2020 SPIDER, H2020 SANCUS, H2020 5G-INDUCE, H2020 DRYADS, Η2020-MSCA Swiftv2x and JAUNTY. He has also worked as 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 and H2020 ELECTRON. 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 and the Technical Chamber of Greece.
 
 
Experience
Technical Manager at K3Y Ltd .

Research Associate at ITHACA Lab, University of Western Macedonia

Co-founder of MetaMind Innovations P.C

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

Publications.

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Scholarly Metrics

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Journals
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Conferences
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Book Chapters
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Technical Reports
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Best Paper Awards
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Citations
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i10-index

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.
[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.
[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.
[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.
[J9] P. Radoglou-Grammatikis and Panagiotis Sarigiannidis, “Secure and Private Smart Grid: The SPEAR Project,” in The Project Repository Journal (PRj), 2021.
[J8]
P. Radoglou-Grammatikis et al., “Modelling, Detecting and Mitigating Threats against Industrial Healthcare Systems: A combined SDN and Reinforcement Learning Approach,” in IEEE Transactions on Industrial Informatics, doi: 10.1109/TII.2021.3093905.
[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.

Conferences

A/A Paper
[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.
[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.
[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.
[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

A/A Chapter Book
[B1] P. Radoglou-Grammatikis and P. Sarigiannidis, “Chapter 5: Network Threats”, “Book: Cyber-Security Threats, Actors, and Dynamic Mitigation”, 2021. 

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

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

 

 

Research Projects

Research Projects.

 

 
Research Associate – H2020 ELECTRON

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

ELECTRON (10.207.562,50 €) 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.
 
Research Associate – H2020 SPIDER

K3Y | April 2021 – Present

SPIDER (7.461.352,47 € ) 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: My role in SPIDER focuses on coordinating the technical activities of K3Y with respect to implementing cyberattack scenarios.
 
Research Associate – H2020 SANCUS

K3Y | April 2021 – Present

SANCUS (4.999.731,25 €) 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 coordinating the technical activities of K3Y with respect to modelling complex cyberattack scenarios and implementing attack generators.
 
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

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, DRYADS (22.918.035,01 €) 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 DRYADS focuses on environmental and ecological models.

 
Research Associate – Η2020-MSCASwiftV2X

K3Y | April 2021 – Present

SwiftV2X (289.800 €) 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.

 
Research Associate – Η2020 RAINBOW

K3Y | April 2021 – Present

RAINBOW (4.999.677,50 €) 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.

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

ITHACA Lab – 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.
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.
 
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

MARS (999.000,00 €) 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.
 
Research Associate – H2020 SPEAR

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

SPEAR (2.965.569,14 €) 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

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.

 
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.

 
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.
 
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

MDPI Electronics – Topic Editor

 
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)
  • Cluster Computing (Springer Publishing)
  • Complex & Intelligent Systems (Springer Publishing)
  • Journal of Intelligent and Robotic Systems (Springer Publishing)
  • Artificial Intelligence Review (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)
  • 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

  • 2022 IEEE CSR – EPES-SPR Workshop (Publicity chair)
  • IEEE NetSoft/SecSoft Workshop 2020
  • 2021 IEEE CSR – EPES-SPR Workshop (Publicity chair)
  • IEEE NetSoft/SecSoft Workshop 2021
  • ARES Conference/EPESec 2021