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Panagiotis
Radoglou-Grammatikis, PhD

Top 2% of Scientists in Stanford University’s List

  • R&D Director, Partner at K3Y Ltd
  • Co-Founder, Board of Directors Member at MetaMind Innovations P.C.
  • Postdoc Researcher at ITHACA Lab of University of Western Macedonia
More about me

About.

Panagiotis Radoglou-Grammatikis received the Diploma degree (MEng, five-year program) and PhD from the 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 Artificial Intelligence (AI). He has published more than 100 research papers in international scientific journals, conferences and book chapters. Since 2021, he has been included in Stanford University’s list (published by Elsevier) of the Top 2% of Scientists Worldwide. In addition, he has received six Best Paper Awards, and in 2024, he was honoured with the Outstanding Service Award by the IEEE SMC Technical Committee on Homeland Security. He also serves as a guest editor for Discover Internet of Things (Springer Nature) and Electronics (MDPI), and contributes as a reviewer for numerous scientific journals. Currently, he is the R&D Director and a Partner at K3Y Ltd, where he coordinates the technical activities and strategy of K3Y in several R&D projects. He is also a postdoctoral researcher at the ITHACA Lab of the University of Western Macedonia and a co-founder of MetaMind Innovations P.C., the first spin-off of the University of Western Macedonia. Finally, he serves as an independent expert for the European Commission and is a member of IEEE, ACM, and the Technical Chamber of Greece.

Experience.

  1. R&D Director, Partner

    April 2023 – Present

    K3Y Ltd

    My role in K3Y Ltd focuses on coordinating the research and development startegy of the company.

  2. Technical Manager

    April 2021 – March 2023

    K3Y Ltd

    My role in K3Y Ltd focuses on coordinating the technical activities of K3Y in various projects (such as H2020 SPIDER, H2020 SANCUS, H2020 5G-INDUCE, H2020 DRYADS, Η2020-MSCA Swiftv2x and JAUNTY). More information for each project is given below.

  3. Co-Founder, Board of Directors Member

    May 2021 – Present

    MetaMind Innovations P.C.

    My role in MetaMind Innovations P.C. focuses mainly on coordinating the cybersecurity projects of the company. More information for each project is given below.

  4. Postdoc Researcher

    Oct 2023 – Present

    ITHACA Lab – University of Western Macedonia

    Postdoc researcher in R&D projects; Grants writer

  5. Research Associate

    Feb 2017 – March 2023

    ITHACA Lab – University of Western Macedonia

    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.

  6. Grants Writer

    Feb 2017 – Feb 2023

    ITHACA Lab – University of Western Macedonia

    Proposal writing in the context of Horizon 2020, Horizon Europe and national funding schemes.

  7. Teaching Assistant | Lab Associate

    Feb 2017 – Feb 2023

    ITHACA Lab – University of Western Macedonia

    • 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

  8. Software Developer

    Jul 2015 – Sep 2016

    Webexpert

    Development of Mobile Applications (Android), REST APIs

Publications.

Also see Google Scholar, ORCID and ResearchGate.

  • 36Journals
  • 64Conferences
  • 4Book Chapters
  • 12Honors & Awards
  • 4,734Citations
  • 29h-index
  • 56i10-index
  • 31R&D Projects

108 of 108 publications

Journals

36
  1. J36

    K. Foteinos, M. Linardakis, P. Radoglou-Grammatikis, V. Argyriou, P. Sarigiannidis, I. Varlamis, and G. Th. Papadopoulos, “Visual hand gesture recognition with deep learning: A comprehensive review of methods, datasets, challenges and future research directions,” Neurocomputing, vol. 704, Art. no. 134793, Dec. 2026, doi: 10.1016/j.neucom.2026.134793.

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  2. J35

    D. C. Asimopoulos, P. Radoglou-Grammatikis, G. Th. Papadopoulos, and P. Sarigiannidis, “Beyond vulnerabilities: A comprehensive survey of adversarial attacks across domains,” Computer Science Review, vol. 61, Art. no. 100963, Aug. 2026, doi: 10.1016/j.cosrev.2026.100963.

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  3. J34

    N. Sachpelidis-Brozos, E. Katsaros, P. Radoglou-Grammatikis, G. Kalitsios, A. Sarigiannidis, G. C. Seritan, I. Politis, C. Xenakis, S. Goudos, and P. Sarigiannidis, “Hacking intelligence: Mapping the anatomy of adversarial threats in artificial intelligence with MITRE ATLAS,” Computer Science Review, vol. 61, Art. no. 100923, Aug. 2026, doi: 10.1016/j.cosrev.2026.100923.

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  4. J33

    J. Cani, C. Diou, S. Evangelatos, V. Argyriou, P. Radoglou-Grammatikis, P. Sarigiannidis, I. Varlamis, and G. Th. Papadopoulos, “Illicit Object Detection in X-Ray Imaging Using Deep Learning Techniques: A Comparative Evaluation,” IEEE Access, vol. 14, pp. 27171–27208, 2026, doi: 10.1109/ACCESS.2026.3663982.

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  5. J32

    E. Iturbe, C. Dalamagkas, P. Radoglou-Grammatikis, E. Rios, and N. Toledo, “A pattern-aware LSTM-based approach for APT detection leveraging a realistic dataset for critical infrastructure security,” Future Generation Computer Systems, vol. 178, Art. no. 108308, May 2026, doi: 10.1016/j.future.2025.108308.

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  6. J31

    G. Amponis, T. Lagkas, P. Bouzinis, P. Radoglou-Grammatikis, A. Sarigiannidis, P. Sarigiannidis, and V. Argyriou, “Introducing Energy Efficient Routing in UAV-Satellite NTNs for Dynamic 6G Interconnectivity,” IEEE Transactions on Communications, vol. 74, pp. 1050–1065, 2026, doi: 10.1109/TCOMM.2025.3634253.

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  7. J30

    V. Moysiadis, P. Radoglou-Grammatikis, E. Mourikis, M. Zevgara, D. N. Skoutas, C. Skianis, and P. Sarigiannidis, “M‐SADR: Mobile Self Adaptive Data Rate for Enhanced LoRa End‐Device Connectivity on the Move,” International Journal of Communication Systems, vol. 38, no. 15, Art. no. e70222, Oct. 2025, doi: 10.1002/dac.70222.

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  8. J29

    C. Dalamagkas, P. Radoglou-Grammatikis, P. Bouzinis, I. Papadopoulos, T. Lagkas, V. Argyriou, S. Goudos, D. Margounakis, E. Fountoukidis, and P. Sarigiannidis, “Federated detection of open charge point protocol 1.6 cyberattacks,” Complex Engineering Systems, vol. 5, no. 2, Jun. 2025, doi: 10.20517/ces.2025.04.

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  9. J28

    C. Chaschatzis, C. Karaiskou, C. Iakovidou, P. Radoglou-Grammatikis, S. Bibi, S. K. Goudos, and P. G. Sarigiannidis, “Detection of Wild Mushrooms Using Machine Learning and Computer Vision,” Information, vol. 16, no. 7, p. 539, Jun. 2025, doi: 10.3390/info16070539.

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  10. J27

    T. Kotsiopoulos, P. Radoglou-Grammatikis, Z. Lekka, V. Mladenov, and P. Sarigiannidis, “Defending industrial internet of things against Modbus/TCP threats: A combined AI-based detection and SDN-based mitigation solution,” International Journal of Information Security, vol. 24, no. 4, Art. no. 157, Aug. 2025, doi: 10.1007/s10207-025-01076-2.

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  11. J26

    P. Radoglou-Grammatikis, P. S. Bouzinis, I. Makris, T. Lagkas, V. Argyriou, G. Th. Papadopoulos, P. Fouliras, G. Seritan, and P. Sarigiannidis, “AI4FIDS: Multimodal Federated Intrusion Detection,” IEEE Transactions on Emerging Topics in Computing, vol. 14, no. 3, pp. 812–826, Jul. 2026, doi: 10.1109/TETC.2025.3562346.

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  12. J25

    P. S. Bouzinis, P. Radoglou-Grammatikis, I. Makris, T. Lagkas, V. Argyriou, G. Th. Papadopoulos, P. Sarigiannidis, and G. K. Karagiannidis, “StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems,” IEEE Transactions on Network and Service Management, vol. 22, no. 4, pp. 2944–2955, Aug. 2025, doi: 10.1109/TNSM.2025.3564387.

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  13. J24

    P. Alimisis, I. Mademlis, P. Radoglou-Grammatikis, P. Sarigiannidis, and G. Th. Papadopoulos, “Advances in diffusion models for image data augmentation: a review of methods, models, evaluation metrics and future research directions,” Artificial Intelligence Review, vol. 58, no. 4, Art. no. 112, Jan. 2025, doi: 10.1007/s10462-025-11116-x.

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  14. J23

    G. A. Kakamoukas, T. D. Lagkas, V. Argyriou, S. K. Goudos, P. Radoglou-Grammatikis, S. Bibi, and P. G. Sarigiannidis, “A Novel Air-to-Ground Communication Scheme for Advanced Big Data Collection in Smart Farming Using UAVs,” IEEE Access, vol. 13, pp. 16564–16583, 2025, doi: 10.1109/ACCESS.2025.3532393.

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  15. J22

    I. Mademlis, M. Mancuso, C. Paternoster, S. Evangelatos, E. Finlay, J. Hughes, P. Radoglou-Grammatikis, P. Sarigiannidis, G. Stavropoulos, K. Votis, and G. Th. Papadopoulos, “The Invisible Arms Race: Digital Trends in Illicit Goods Trafficking and AI-Enabled Responses,” IEEE Transactions on Technology and Society, vol. 6, no. 2, pp. 181–199, Jun. 2025, doi: 10.1109/TTS.2024.3514683.

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  16. J21

    I. Makris, A. Karampasi, P. Radoglou-Grammatikis, N. Episkopos, E. Iturbe, E. Rios, N. Piperigkos, A. Lalos, C. Xenakis, T. Lagkas, V. Argyriou, and P. Sarigiannidis, “A comprehensive survey of Federated Intrusion Detection Systems: Techniques, challenges and solutions,” Computer Science Review, vol. 56, Art. no. 100717, May 2025, doi: 10.1016/j.cosrev.2024.100717.

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  17. J20

    P. Radoglou-Grammatikis, E. Katsaros, E. Syrmos, G. P. Katsikas, D. Klonidis, V. Argyriou, T. Lagkas, and P. Sarigiannidis, “Trustworthy Analytics in ETSI ZSM: A 5G Security Case Study,” IEEE Open Journal of the Communications Society, vol. 6, pp. 3292–3304, 2025, doi: 10.1109/OJCOMS.2024.3505555.

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  18. J19

    N. Piperigkos, A. Gkillas, G. Arvanitis, S. Nousias, A. Lalos, A. Fournaris, P. Radoglou-Grammatikis, P. Sarigiannidis, and K. Moustakas, “Distributed intelligence in industrial and automotive cyber–physical systems: a review,” Frontiers in Robotics and AI, vol. 11, Art. no. 1430740, Oct. 2024, doi: 10.3389/frobt.2024.1430740.

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  19. J18

    N. Rodis, C. Sardianos, P. Radoglou-Grammatikis, P. Sarigiannidis, I. Varlamis, and G. Th. Papadopoulos, “Multimodal Explainable Artificial Intelligence: A Comprehensive Review of Methodological Advances and Future Research Directions,” IEEE Access, vol. 12, pp. 159794–159820, 2024, doi: 10.1109/ACCESS.2024.3467062.

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  20. J17

    G. Amponis, T. Lagkas, V. Argyriou, P. Radoglou-Grammatikis, K. Kyranou, I. Makris, and P. Sarigiannidis, “Channel-Aware QUIC Control for Enhanced CAM Communications in C-V2X Deployments Over Aerial Base Stations,” IEEE Transactions on Vehicular Technology, vol. 73, no. 7, pp. 9320–9333, Jul. 2024, doi: 10.1109/TVT.2024.3393614.

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  21. J16

    S. Giannakidou, P. Radoglou-Grammatikis, T. Lagkas, V. Argyriou, S. Goudos, E. K. Markakis, and P. Sarigiannidis, “Leveraging the power of internet of things and artificial intelligence in forest fire prevention, detection, and restoration: A comprehensive survey,” Internet of Things, vol. 26, Art. no. 101171, Jul. 2024, doi: 10.1016/j.iot.2024.101171.

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  22. 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, vol. 171, Art. no. 154913, Nov. 2023, doi: 10.1016/j.aeue.2023.154913.

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  23. 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, Mar. 2023.

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  24. 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, Art. no. 124, Dec. 2022, doi: 10.1186/s13638-022-02204-5.

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  25. 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, vol. 123, Art. no. 102708, Feb. 2023, doi: 10.1016/j.simpat.2022.102708.

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  26. 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,” IEEE Transactions on Emerging Topics in Computing, vol. 12, no. 2, pp. 643–655, Apr. 2024, doi: 10.1109/TETC.2022.3184112.

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  27. 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.

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  28. 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, A. M. Martín, 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.

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  29. 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,” IEEE Transactions on Industrial Informatics, vol. 18, no. 3, pp. 2041–2052, Mar. 2022, doi: 10.1109/TII.2021.3093905.

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  30. 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,” IEEE Transactions on Network and Service Management, vol. 18, no. 2, pp. 1137–1151, Jun. 2021, doi: 10.1109/TNSM.2021.3078381.

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  31. J6

    P. Radoglou-Grammatikis, P. Sarigiannidis, E. Iturbe, E. Rios, S. Martinez, A. Sarigiannidis, G. Efstathopoulos, Y. 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, vol. 193, Art. no. 108008, Jul. 2021, doi: 10.1016/j.comnet.2021.108008.

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  32. 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.

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  33. 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.

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  34. J3

    P. Radoglou-Grammatikis, P. Sarigiannidis, T. Lagkas, and I. Moscholios, “A compilation of UAV applications for precision agriculture,” Computer Networks, vol. 172, Art. no. 107148, May 2020, doi: 10.1016/j.comnet.2020.107148.

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  35. J2

    P. I. Radoglou-Grammatikis and P. G. Sarigiannidis, “Securing the Smart Grid: A Comprehensive Compilation of Intrusion Detection and Prevention Systems,” IEEE Access, vol. 7, pp. 46595–46620, 2019, doi: 10.1109/ACCESS.2019.2909807.

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  36. 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, Mar. 2019, doi: 10.1016/j.iot.2018.11.003.

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Conferences

64
  1. C64

    I. D. Leonidas, P. Radoglou-Grammatikis, E. K. Markakis, M.-A. Kourtis, T. Lagkas, G. Th. Papadopoulos, V. Argyriou, and P. Sarigiannidis, “Quantum Machine Learning versus Machine Learning for Intrusion Detection in 5G Environments,” in Proc. 2026 22nd International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Reykjavik, Iceland, 2026, pp. 553–560, doi: 10.1109/DCOSS-IoT69657.2026.00091.

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  2. C63

    D.-C. Asimopoulos, V. Vitsas, P. Radoglou-Grammatikis, A. Sarigiannidis, T. Lagkas, C. Xenakis, E. K. Markakis, and P. Sarigiannidis, “Secure Artificial Intelligence with Lightweight Post-Processing Defense against Adversarial Attacks,” in Proc. 2026 22nd International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Reykjavik, Iceland, 2026, pp. 529–536, doi: 10.1109/DCOSS-IoT69657.2026.00088.

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  3. C62

    D.-C. Asimopoulos, V. Vitsas, P. Radoglou-Grammatikis, D. Pliatsios, G. Th. Papadopoulos, S. Goudos, T. Lagkas, E. K. Markakis, and P. Sarigiannidis, “Fingerprint-Based Selective Rejection for Improving Reliability Under Adversarial Attacks,” in Proc. 2026 15th International Conference on Modern Circuits and Systems Technologies (MOCAST), Palma, Spain, 2026, pp. 1–4, doi: 10.1109/MOCAST70204.2026.11626445.

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  4. C61

    T. Nevrataki, P. Radoglou-Grammatikis, A. Sarigiannidis, P. Sarigiannidis, and G. F. Fragulis, “A Survey on Federated Learning and Edge Computing: Applications, Advantages, and Challenges,” Engineering Proceedings, vol. 143, no. 1, Art. no. 39, Jul. 2026, doi: 10.3390/engproc2026143039.

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  5. C60

    D.-C. Asimopoulos, P. Radoglou-Grammatikis, V. Argyriou, T. Lagkas, P. Angelidis, V. Vitsas, P. Fouliras, I. Ktenidis, and P. Sarigiannidis, “Hybrid-FGPG: A Novel Fusion of Gradient and Geometric Transformations for Adversarial Vulnerability Evaluation,” in Proc. 2025 IEEE Globecom Workshops (GC Wkshps), Taipei, Taiwan, 2025, pp. 2000–2005, doi: 10.1109/GCWkshps68340.2025.11590917.

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  6. C59

    P. S. Bouzinis, P. Radoglou-Grammatikis, N. A. Mitsiou, T. K. Oikonomou, V. Koutsioumpa, G. Th. Papadopoulos, V. Kotsirou, G. K. Karagiannidis, and P. Sarigiannidis, “Mitigating Model Replacement Attacks in Federated Learning-based Intrusion Detection Systems,” in Proc. 2025 IEEE Globecom Workshops (GC Wkshps), Taipei, Taiwan, 2025, pp. 2006–2011, doi: 10.1109/GCWkshps68340.2025.11591058.

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  7. C58

    G. Amponis, P. Radoglou-Grammatikis, A. Sarigiannidis, G. Kakamoukas, T. Boufikos, T. Lagkas, V. Argyriou, T. Kollatou, and P. Sarigiannidis, “Jamming-Resilient Handover Triggering for Programmable 6G Radio Access Networks using Reinforcement Learning,” in Proc. 2025 IEEE Conference on Network Function Virtualization and Software-Defined Networking (NFV-SDN), Athens, Greece, 2025, pp. 1–6, doi: 10.1109/NFV-SDN66355.2025.11349416.

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  8. C57

    E. Syrmos, P. Radoglou-Grammatikis, E. Katsaros, J. S. Banerjee, A. Kazakli, K. Panitsidis, V. Vitsas, and P. Sarigiannidis, “Beyond Container CVE Analysis: A GitOps-Based Attestation and Sandbox Framework for Container Supply Chains,” in Proc. 2025 10th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), Patras, Greece, 2025, pp. 1–6, doi: 10.1109/SEEDA-CECNSM68644.2025.11329724.

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  9. C56

    A. Nousias, E. Katsaros, E. Syrmos, P. Radoglou-Grammatikis, T. Lagkas, V. Argyriou, I. Moscholios, E. Markakis, S. Goudos, and P. Sarigiannidis, “Malware Detection in Docker Containers: An Image is Worth a Thousand Logs,” in Proc. ICC 2025 - IEEE International Conference on Communications, Montreal, QC, Canada, 2025, pp. 6401–6407, doi: 10.1109/ICC52391.2025.11161263.

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  10. C55

    M. Moutousi, A. El Saer, N. Nikolaou, A. Sanfeliu, A. Garrell, L. Bláha, M. Čech, E. K. Markakis, I. Kefaloukos, M. Lagomarsino, G. Margetis, E. Adamakis, A. Poulakidas, F. Lykokanellos, A. Stefanidou, J. Cani, P. Radoglou-Grammatikis, M. Siganos, A. Ajoudani, and G. Th. Papadopoulos, “TORNADO: Foundation Models for Robots that Handle Small, Soft and Deformable Objects,” in Proc. 2025 6th International Conference in Electronic Engineering & Information Technology (EEITE), Chania, Greece, 2025, pp. 1–13, doi: 10.1109/EEITE65381.2025.11166473.

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  11. C54

    K. Tsourdinis, G. Michoulis, G. Niotis, V. Argyriou, T. Lagkas, K. Psannis, P. Radoglou-Grammatikis, K. Chrysagis, and P. Sarigiannidis, “Unlocking 5G Network Slicing: A Comprehensive Survey on Blockchain Marketplace Utilizing NFTs, AI, and Advanced Resource Management,” in Proc. 2025 IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, NV, USA, 2025, pp. 1–6, doi: 10.1109/ICCE63647.2025.10929953.

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  12. C53

    J. Cani, C. Diou, S. Evangelatos, P. Radoglou-Grammatikis, V. Argyriou, P. Sarigiannidis, I. Varlamis, and G. Th. Papadopoulos, “X-Ray Illicit Object Detection Using Hybrid CNN-Transformer Neural Network Architectures,” in Proc. 2025 IEEE 11th International Conference on Big Data Computing Service and Machine Learning Applications (BigDataService), Tucson, AZ, USA, 2025, pp. 210–217, doi: 10.1109/BigDataService65758.2025.00039.

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  13. C52

    G. Amponis, P. Radoglou-Grammatikis, T. Lagkas, V. Argyriou, A. Sarigiannidis, N. Kazakli, T. Boufikos, and P. Sarigiannidis, “Fortified Control-Plane Encapsulation with Session-Key Derivation for Secure IP Mesh Routing,” in Proc. 2025 IEEE International Conference on Cyber Security and Resilience (CSR), Chania, Crete, Greece, 2025, pp. 944–949, doi: 10.1109/CSR64739.2025.11130165.

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  14. C51

    D. C. Asimopoulos, P. Radoglou-Grammatikis, P. Fouliras, K. Panitsidis, G. Efstathopoulos, T. Lagkas, V. Argyriou, I. Kotsiuba, and P. Sarigiannidis, “Surrogate-Guided Adversarial Attacks: Enabling White-Box Methods in Black-Box Scenarios,” in Proc. 2025 IEEE International Conference on Cyber Security and Resilience (CSR), Chania, Crete, Greece, 2025, pp. 950–956, doi: 10.1109/CSR64739.2025.11130067.

    LinkPDFSlides
  15. C50

    N. Kaloforidis, K.-F. Kollias, P. Radoglou-Grammatikis, P. Sarigiannidis, and G. F. Fragulis, “Autism Spectrum Disorder Classification in Children Using Eye-Tracking Data and Machine Learning,” Engineering Proceedings, vol. 107, no. 1, Art. no. 12, Aug. 2025, doi: 10.3390/engproc2025107012.

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  16. C49

    M. Siganos, P. Radoglou-Grammatikis, T. Lagkas, V. Argyriou, S. Goudos, K. Psannis, K.-F. Kollias, G. Fragulis, and P. Sarigiannidis, “Explainable Artificial Intelligence for Object Detection in the Automotive Sector,” Engineering Proceedings, vol. 107, no. 1, Art. no. 44, Sep. 2025, doi: 10.3390/engproc2025107044.

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  17. C48

    E. Katsaros, G. Kalitsios, A. Kazakli, P. Radoglou-Grammatikis, and P. Sarigiannidis, “Multi-Task Learning for Video Processing: Going With the Flow,” in Proc. 2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Lucca, Italy, 2025, pp. 467–474, doi: 10.1109/DCOSS-IoT65416.2025.00079.

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  18. C47

    L. Moysis, M. Lawnik, K.-F. Kollias, C. Volos, M. S. Baptista, S. Goudos, P. Radoglou-Grammatikis, E. Mourikis, P. Sarigiannidis, and G. F. Fragulis, “A Generalized Attention Deficit Disorder Chaotic Model With Soboleva Hyperbolic Tangent Functions,” in Proc. 2025 14th International Conference on Modern Circuits and Systems Technologies (MOCAST), Dresden, Germany, 2025, pp. 1–4, doi: 10.1109/MOCAST65744.2025.11083897.

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  19. C46

    A. Stefanidou, P. Radoglou-Grammatikis, V. Argyriou, P. Sarigiannidis, I. Varlamis, and G. Th. Papadopoulos, “State of Play and Future Directions in Industrial Computer Vision AI Standards,” in Proc. 2025 IEEE Conference on Artificial Intelligence (CAI), Santa Clara, CA, USA, 2025, pp. 1528–1533, doi: 10.1109/CAI64502.2025.00288.

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  20. C45

    S. Zindros, C. Chronis, P. Radoglou-Grammatikis, V. Argyriou, P. Sarigiannidis, I. Varlamis, and G. Th. Papadopoulos, “Public Space Security Management Using Digital Twin Technologies,” in Proc. 2025 25th International Conference on Digital Signal Processing (DSP), Pylos, Greece, 2025, pp. 1–5, doi: 10.1109/DSP65409.2025.11074808.

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  21. C44

    A. Karampasi, P. Radoglou-Grammatikis, M. Pawlicki, R. Choraś, R. M. de Pozuelo, P. Sarigiannidis, D. Puchalski, A. Pawlicka, R. Kozik, and M. Choraś, “Towards Transparent AI-Powered Cybersecurity in Financial Systems: The Deployment of Federated Learning and Explainable AI in the CaixaBank pilot,” in Proc. 2024 IEEE International Conference on Data Mining Workshops (ICDMW), Abu Dhabi, United Arab Emirates, 2024, pp. 270–277, doi: 10.1109/ICDMW65004.2024.00041.

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  22. C43

    D. C. Asimopoulos, P. Radoglou-Grammatikis, T. Lagkas, V. Argyriou, I. Moscholios, J. Cani, G. Th. Papadopoulos, E. K. Markakis, and P. Sarigiannidis, “AAG: Adversarial Attack Generator for evaluating the robustness of Machine Learning Models against Adversarial Attacks,” in Proc. 2024 IEEE International Conference on Big Data (BigData), Washington, DC, USA, 2024, pp. 2682–2689, doi: 10.1109/BigData62323.2024.10826110.

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  23. C42

    A. Stefanidou, J. Cani, T. Papadopoulos, P. Radoglou-Grammatikis, P. Sarigiannidis, I. Varlamis, and G. Th. Papadopoulos, “Leveraging Digital Twin Technologies for Public Space Protection and Vulnerability Assessment,” in Proc. 2024 IEEE International Conference on Big Data (BigData), Washington, DC, USA, 2024, pp. 2836–2845, doi: 10.1109/BigData62323.2024.10825359.

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  24. C41

    D. Papatsaroucha, N. Astyrakakis, E. Pallis, P. I. Radoglou-Grammatikis, P. G. Sarigiannidis, and E. K. Markakis, “A Cloud-Based Key Rolling Technique for Alleviating Join Procedure Replay Attacks in LoRaWAN-based Wireless Sensor Networks,” in Proc. 2024 IEEE International Conference on Big Data (BigData), Washington, DC, USA, 2024, pp. 2811–2820, doi: 10.1109/BigData62323.2024.10825339.

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  25. C40

    G. Andronikidis, C. Eleftheriadis, Z. Batzos, K. Kyranou, N. Maropoulos, G. Sargsyan, P. Radoglou-Grammatikis, and P. Sarigiannidis, “AI-Driven Anomaly and Intrusion Detection in Energy Systems: Current Trends and Future Direction,” in Proc. 2024 IEEE International Conference on Cyber Security and Resilience (CSR), London, United Kingdom, 2024, pp. 777–782, doi: 10.1109/CSR61664.2024.10679380.

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  26. C39

    C. Dalamagkas, D. Asimopoulos, P. Radoglou-Grammatikis, N. Maropoulos, T. Lagkas, V. Argyriou, G. Sargsyan, and P. Sarigiannidis, “AI4COLLAB: An AI-based Threat Information Sharing Platform,” in Proc. 2024 IEEE International Conference on Cyber Security and Resilience (CSR), London, United Kingdom, 2024, pp. 783–788, doi: 10.1109/CSR61664.2024.10679429.

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  27. C38

    G. Tsoumplekas, V. Li, I. Siniosoglou, V. Argyriou, S. K. Goudos, I. D. Moscholios, P. Radoglou-Grammatikis, and P. Sarigiannidis, “Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings,” in Proc. 2024 IEEE 3rd Real-Time and Intelligent Edge Computing Workshop (RAGE), Hong Kong, 2024, pp. 1–6, doi: 10.1109/RAGE62451.2024.00016.

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  28. C37

    Y. Spyridis, V. Argyriou, A. Sarigiannidis, P. Radoglou-Grammatikis, and P. Sarigiannidis, “Autonomous AI-enabled Industrial Sorting Pipeline for Advanced Textile Recycling,” in Proc. 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Abu Dhabi, United Arab Emirates, 2024, pp. 455–461, doi: 10.1109/DCOSS-IoT61029.2024.00073.

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  29. C36

    I. Makris, N. Moschos, P. Radoglou-Grammatikis, N. Andriopoulos, N. Tzanis, K.-N. Malamaki, M. Fotopoulou, K. Kaousias, G. L. Tompros, and P. Sarigiannidis, “Exploring Load Forecasting: Bridging Statistical Methods to Deep Learning Techniques in Real-World Environment,” in Proc. 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Abu Dhabi, United Arab Emirates, 2024, pp. 491–496, doi: 10.1109/DCOSS-IoT61029.2024.00078.

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  30. C35

    V. Stamatis, P. Radoglou-Grammatikis, A. Sarigiannidis, N. Pitropakis, T. Lagkas, V. Argyriou, E. Markakis, and P. Sarigiannidis, “Advancements in Federated Learning for Health Applications: A Concise Survey,” in Proc. 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Abu Dhabi, United Arab Emirates, 2024, pp. 503–508, doi: 10.1109/DCOSS-IoT61029.2024.00080.

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  31. C34

    I. Makris, N. Ntampakis, T. Lagkas, P. Radoglou-Grammatikis, S. K. Goudos, V. Argyriou, E. Fountoukidis, A. F. Skarmeta, P. F. Saura, and P. Sarigiannidis, “Elevating 5G Network Security: A Profound Examination of Federated Learning Aggregation Strategies for Attack Detection,” in Proc. 2023 IEEE Future Networks World Forum (FNWF), Baltimore, MD, USA, 2023, pp. 1–6, doi: 10.1109/FNWF58287.2023.10520474.

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  32. C33

    P. Radoglou-Grammatikis, E. Kioseoglou, D. Asimopoulos, M. Siavvas, I. Nanos, T. Lagkas, V. Argyriou, K. E. Psannis, S. Goudos, and P. Sarigiannidis, “Surveying Cyber Threat Intelligence and Collaboration: A Concise Analysis of Current Landscape and Trends,” in Proc. 2023 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), Naples, Italy, 2023, pp. 309–314, doi: 10.1109/CloudCom59040.2023.00057.

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  33. C32

    P. Radoglou-Grammatikis, G. Nakas, G. Amponis, S. Giannakidou, T. Lagkas, V. Argyriou, S. Goudos, and P. Sarigiannidis, “5GCIDS: An Intrusion Detection System for 5G Core with AI and Explainability Mechanisms,” in Proc. 2023 IEEE Globecom Workshops (GC Wkshps), Kuala Lumpur, Malaysia, 2023, pp. 353–358, doi: 10.1109/GCWkshps58843.2023.10464667.

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  34. C31

    G. Nakas, P. Radoglou-Grammatikis, G. Amponis, T. Lagkas, V. Argyriou, S. Goudos, and P. Sarigiannidis, “5G-Fuzz: An Attack Generator for Fuzzing 5GC, using Generative Adversarial Networks,” in Proc. 2023 IEEE Globecom Workshops (GC Wkshps), Kuala Lumpur, Malaysia, 2023, pp. 347–352, doi: 10.1109/GCWkshps58843.2023.10464928.

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  35. C30

    P. Radoglou-Grammatikis, M. Zafeiropoulou, M. Atanasova, P. Zlatev, S. Giannakidou, T. Lagkas, V. Argyriou, E. K. Markakis, I. Moscholios, and P. Sarigiannidis, “False Data Injection Attacks Against High Voltage Transmission Systems,” in Proc. 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Pafos, Cyprus, 2023, pp. 324–329, doi: 10.1109/DCOSS-IoT58021.2023.00060.

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  36. 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,” in Proceedings of the 18th International Conference on Availability, Reliability and Security, Benevento, Italy, 2023, pp. 1–8, doi: 10.1145/3600160.3605161.

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  37. 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,” in Proceedings of the 18th International Conference on Availability, Reliability and Security, Benevento, Italy, 2023, pp. 1–8, doi: 10.1145/3600160.3605163.

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  38. 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,” in Proceedings of the 18th International Conference on Availability, Reliability and Security, Benevento, Italy, 2023, pp. 1–10, doi: 10.1145/3600160.3605162.

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  39. 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,” in Proc. 2023 IEEE International Conference on Cyber Security and Resilience (CSR), Venice, Italy, 2023, pp. 142–147, doi: 10.1109/CSR57506.2023.10224981.

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  40. C25

    B. Villarini, P. Radoglou-Grammatikis, T. Lagkas, P. Sarigiannidis, and V. Argyriou, “Detection of Physical Adversarial Attacks on Traffic Signs for Autonomous Vehicles,” in Proc. 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.

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  41. C24

    G. Amponis, P. Radoglou-Grammatikis, G. Nakas, S. Goudos, V. Argyriou, T. Lagkas, and P. Sarigiannidis, “5G Core PFCP Intrusion Detection Dataset,” in Proc. 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST), Athens, Greece, 2023, pp. 1–4, doi: 10.1109/MOCAST57943.2023.10176693.

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  42. C23

    P. Radoglou-Grammatikis, C. Dalamagkas, T. Lagkas, M. Zafeiropoulou, M. Atanasova, P. Zlatev, A.-A. A. Boulogeorgos, V. Argyriou, E. K. Markakis, I. Moscholios, and P. Sarigiannidis, “False Data Injection Attacks against Low Voltage Distribution Systems,” in Proc. GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022, pp. 1856–1861, doi: 10.1109/GLOBECOM48099.2022.10000880.

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  43. 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,” in Proc. 2022 Panhellenic Conference on Electronics & Telecommunications (PACET), Tripolis, Greece, 2022, pp. 1–4, doi: 10.1109/PACET56979.2022.9976365.

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  44. 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,” in Proc. 2022 2nd International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED), Thessaloniki, Greece, 2022, doi: 10.1109/SyNERGYMED55767.2022.9941403.

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  45. C20

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

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  46. 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, “5G-Enabled NetApp for Predictive Maintenance in Critical Infrastructures,” in Proc. 2022 5th World Symposium on Communication Engineering (WSCE), Nagoya, Japan, 2022, pp. 129–132, doi: 10.1109/WSCE56210.2022.9916037.

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  47. 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,” in Proc. 2022 18th International Conference on Distributed Computing in Sensor Systems (DCOSS), Marina del Rey, Los Angeles, CA, USA, 2022, pp. 183–190, doi: 10.1109/DCOSS54816.2022.00041.

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  48. C17

    A. Liatifis, C. Dalamagkas, P. Radoglou-Grammatikis, T. Lagkas, E. Markakis, V. Mladenov, and P. Sarigiannidis, “Fault-Tolerant SDN Solution for Cybersecurity Applications,” in Proceedings of the 17th International Conference on Availability, Reliability and Security, Vienna, Austria, 2022, pp. 1–6, doi: 10.1145/3538969.3544479.

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  49. 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,” in Proc. 2022 IEEE International Conference on Cyber Security and Resilience (CSR), Rhodes, Greece, 2022, pp. 345–350, doi: 10.1109/CSR54599.2022.9850329.

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  50. C15

    V. Kelli, P. Radoglou-Grammatikis, T. Lagkas, E. K. Markakis, and P. Sarigiannidis, “Risk Analysis of DNP3 Attacks,” in Proc. 2022 IEEE International Conference on Cyber Security and Resilience (CSR), Rhodes, Greece, 2022, pp. 351–356, doi: 10.1109/CSR54599.2022.9850291.

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  51. C14

    A. Liatifis, P. R. Alcazar, P. Radoglou-Grammatikis, D. Papamartzivanos, S. Menesidou, T. Krousarlis, A. M. Martín, 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,” in Proc. 2022 IEEE 8th International Conference on Network Softwarization (NetSoft), Milan, Italy, 2022, pp. 462–467, doi: 10.1109/NetSoft54395.2022.9844034.

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  52. 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,” in Proc. 2021 IEEE International Conference on Cyber Security and Resilience (CSR), Rhodes, Greece, 2021, pp. 485–490, doi: 10.1109/CSR51186.2021.9527936.

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  53. 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,” in Proc. ICC 2021 - IEEE International Conference on Communications, Montreal, QC, Canada, 2021, pp. 1–6, doi: 10.1109/ICC42927.2021.9500354.

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  54. 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,” in Proc. 2020 12th Electrical Engineering Faculty Conference (BulEF), Varna, Bulgaria, 2020, pp. 1–6, doi: 10.1109/BulEF51036.2020.9326016.

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  55. 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, Virtual Event, Ireland, 2020, pp. 1–8, doi: 10.1145/3407023.3409314.

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  56. C9

    P. Radoglou-Grammatikis, P. Sarigiannidis, E. Iturbe, E. Rios, A. Sarigiannidis, O. Nikolis, D. Ioannidis, V. Machamint, M. Tzifas, A. Giannakoulias, M. Angelopoulos, A. Papadopoulos, and F. Ramos, “Secure and Private Smart Grid: The SPEAR Architecture,” in Proc. 2020 6th IEEE Conference on Network Softwarization (NetSoft), Ghent, Belgium, 2020, pp. 450–456, doi: 10.1109/NetSoft48620.2020.9165420.

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  57. C8

    P. Radoglou-Grammatikis, I. Siniosoglou, T. Liatifis, A. Kourouniadis, K. Rompolos, and P. Sarigiannidis, “Implementation and Detection of Modbus Cyberattacks,” in Proc. 2020 9th International Conference on Modern Circuits and Systems Technologies (MOCAST), Bremen, Germany, 2020, pp. 1–4, doi: 10.1109/MOCAST49295.2020.9200287.

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  58. C7

    P. Radoglou-Grammatikis, P. Sarigiannidis, A. Sarigiannidis, D. Margounakis, A. Tsiakalos, and G. Efstathopoulos, “An Anomaly Detection Mechanism for IEC 60870-5-104,” in Proc. 2020 9th International Conference on Modern Circuits and Systems Technologies (MOCAST), Bremen, Germany, 2020, pp. 1–4, doi: 10.1109/MOCAST49295.2020.9200285.

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  59. C6

    G. Efstathopoulos, P. Radoglou-Grammatikis, P. Sarigiannidis, V. Argyriou, A. Sarigiannidis, K. Stamatakis, M. K. Angelopoulos, and S. K. Athanasopoulos, “Operational Data Based Intrusion Detection System for Smart Grid,” in Proc. 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Limassol, Cyprus, 2019, pp. 1–6, doi: 10.1109/CAMAD.2019.8858503.

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  60. C5

    P. Radoglou-Grammatikis, P. Sarigiannidis, I. Giannoulakis, E. Kafetzakis, and E. Panaousis, “Attacking IEC-60870-5-104 SCADA Systems,” in Proc. 2019 IEEE World Congress on Services (SERVICES), Milan, Italy, 2019, pp. 41–46, doi: 10.1109/SERVICES.2019.00022.

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  61. C4

    P. Radoglou-Grammatikis, P. Sarigiannidis, T. Liatifis, T. Apostolakos, and S. Oikonomou, “An Overview of the Firewall Systems in the Smart Grid Paradigm,” in Proc. 2018 Global Information Infrastructure and Networking Symposium (GIIS), Thessaloniki, Greece, 2018, pp. 1–4, doi: 10.1109/GIIS.2018.8635747.

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  62. C3

    P. I. Radoglou-Grammatikis and P. G. Sarigiannidis, “An Anomaly-Based Intrusion Detection System for the Smart Grid Based on CART Decision Tree,” in Proc. 2018 Global Information Infrastructure and Networking Symposium (GIIS), Thessaloniki, Greece, 2018, pp. 1–5, doi: 10.1109/GIIS.2018.8635743.

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  63. C2

    P. I. Radoglou-Grammatikis and P. G. Sarigiannidis, “Flow anomaly based intrusion detection system for Android mobile devices,” in Proc. 2017 6th International Conference on Modern Circuits and Systems Technologies (MOCAST), Thessaloniki, Greece, 2017, pp. 1–4, doi: 10.1109/MOCAST.2017.7937625.

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  64. C1

    P. Radoglou-Grammatikis, E. Manganopoulou, and M. Dasygenis, “Parallelization of the hierarchical search in Python for high performance embedded systems,” in Proc. 2016 5th International Conference on Modern Circuits and Systems Technologies (MOCAST), Thessaloniki, Greece, 2016, pp. 1–4, doi: 10.1109/MOCAST.2016.7495138.

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Book Chapters

4
  1. B4

    V. Kelli, A. Triantafyllou, P. Radoglou-Grammatikis, T. Lagkas, V. Vitsas, P. Fouliras, I. Kotsiuba, and P. Sarigiannidis, “Achieving Security and Privacy in NG-IoT using Blockchain Techniques,” in Shaping the Future of IoT with Edge Intelligence. New York, NY, USA: River Publishers, 2023, ch. 12, pp. 251–265, doi: 10.1201/9781032632407-15.

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  2. B3

    I. Siniosoglou, S. Bibi, K.-F. Kollias, G. Fragulis, P. Radoglou-Grammatikis, T. Lagkas, V. Argyriou, V. Vitsas, and P. Sarigiannidis, “Federated Learning Models in Decentralized Critical Infrastructure,” in Shaping the Future of IoT with Edge Intelligence. New York, NY, USA: River Publishers, 2023, ch. 5, pp. 95–115, doi: 10.1201/9781032632407-7.

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  3. B2

    A. Liatifis, D. Pliatsios, P. Radoglou-Grammatikis, T. Lagkas, V. Vitsas, N. Katertsidis, I. Moscholios, S. Goudos, and P. Sarigiannidis, “Edge Networking Technology Drivers for Next-generation Internet of Things in the TERMINET Project,” in Shaping the Future of IoT with Edge Intelligence. New York, NY, USA: River Publishers, 2023, ch. 1, pp. 3–14, doi: 10.1201/9781032632407-2.

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  4. B1

    P. Radoglou-Grammatikis and P. Sarigiannidis, “Network Threats,” in Cyber-Security Threats, Actors, and Dynamic Mitigation. Boca Raton, FL, USA: CRC Press, 2021, ch. 5, pp. 159–198, doi: 10.1201/9781003006145-5.

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Other Authoring Activities

4
  1. O4

    P. Radoglou-Grammatikis, T. Lagkas, and P. Sarigiannidis, “Next generation IoT reference solution: The TERMINET project,” Open Access Government, 2021.

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  2. O3

    P. Radoglou-Grammatikis, T. Lagkas, and P. Sarigiannidis, “Secure and resilient electrical power and energy systems: the SDN-microSENSE project,” The Project Repository Journal, vol. 11, no. 1, pp. 126–129, Oct. 2021, doi: 10.54050/PRJ1117811.

    LinkPDF
  3. O2

    P. Radoglou-Grammatikis and P. Sarigiannidis, “Secure and private smart grid: the SPEAR project,” The Project Repository Journal, vol. 10, no. 1, pp. 14–17, Sep. 2021, doi: 10.54050/PRJ10014017.

    LinkPDF
  4. O1

    P. Sarigiannidis, G. Kakamoukas, D. Pliatsios, P. Radoglou-Grammatikis, and A. Triantafyllou, “Η Αρχιτεκτονική SPEAR,” European Union’s Horizon 2020 Framework Programme for Research and Innovation, 2018.

    PDFSlides
Diploma Thesis

Π. Ράδογλου-Γραμματίκης και Π. Σαρηγιαννίδης, “Υλοποίηση Συστήματος Ανίχνευσης Εισβολών σε Περιβάλλον Android για Ασύρματα Δίκτυα Πρόσβασης,” Διπλωματική Εργασία, Τμήμα Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών, Πανεπιστήμιο Δυτικής Μακεδονίας, Κοζάνη, 2016.

LinkPDFSlides
PhD Thesis

P. Radoglou-Grammatikis, “Security and Privacy in the Internet of Things,” Ph.D. dissertation, Dept. Elect. Comput. Eng., Univ. Western Macedonia, Kozani, Greece, 2023, doi: 10.12681/eadd/53552.

LinkPDFSlides
Copyright disclaimer

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Datasets.

Research Projects.

Honors & Awards.

  • Top 2% of Scientists in the World for 2024 in Stanford University’s List

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  • Best Paper Award – IEEE MOCAST 2025

    LinkPDF

  • Top 2% of Scientists in the World for 2023 in Stanford University’s List

    Link

  • Outstanding Service Award – IEEE SMC TC on Homeland Security 2024

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  • Top 2% of Scientists in the World for 2022 in Stanford University’s List

    LinkPDF

  • Best Innovation Paper Award – IEEE CSR 2023

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  • Top 2% of Scientists in the World for 2021 in Stanford University’s List

    LinkPDF

  • Best Paper Award – SEEDA CECNSM 2022

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  • Best Oral Presentation Award – WSCE 2022

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  • Best Student Paper Award – IEEE CSR 2021

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  • Best Paper Award – IEEE CAMAD 2019

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  • Editor’s Choice Article – ARIES: A Novel Multivariate Intrusion Detection System for Smart Grid

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Research Activities.

Research Interests

  • Cybersecurity
  • Intrusion Detection
  • Risk Assessment
  • Applied Cryptography
  • Vulnerability Analysis
  • IoT Security
  • Smart Grid Security
  • Penetration Testing
  • Artificial Intelligence
  • 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

78

Most of the reviewing activities in the context of international journals are summarised in real-time through Clarivate – Web of Science and ORCID.

  • IEEE Internet of Things Journal (IEEE Publishing)
  • IEEE Geoscience and Remote Sensing Magazine (IEEE Publishing)
  • IEEE Transactions on Industrial Informatics (IEEE Publishing)
  • IEEE Transactions on Neural Networks and Learning Systems (IEEE Publishing)
  • IEEE Transactions on Knowledge and Data Engineering (IEEE Publishing)
  • IEEE Transactions on Smart Grid (IEEE Publishing)
  • IEEE Transactions on Consumer Electronics (IEEE Publishing)
  • IEEE Transactions on Artificial Intelligence (IEEE Publishing)
  • IEEE Transactions on Network Science and Engineering (IEEE Publishing)
  • IEEE Transactions on Dependable and Secure Computing (IEEE Publishing)
  • IEEE Transactions on Automation Science and Engineering (IEEE Publishing)
  • IEEE Communication Magazine (IEEE Publishing)
  • IEEE Consumer Electronics Magazine (IEEE Publishing)
  • IEEE Transactions on Network and Service Management (IEEE Publishing)
  • IEEE Transactions on Industrial Cyber-Physical Systems (IEEE Publishing)
  • IEEE Transactions on Technology and Society (IEEE Publishing)
  • IEEE Access (IEEE Publishing)
  • IEEE Open Journal of the Industrial Electronics Society (IEEE Publishing)
  • ACM Transactions on Internet Technology (ACM Publishing)
  • Computer Science Review (Elsevier Publishing)
  • Energy Strategy Reviews (Elsevier Publishing)
  • Energy Reports (Elsevier Publishing)
  • Engineering Applications of Artificial Intelligence (Elsevier Publishing)
  • Artificial Intelligence in Medicine (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)
  • Computer and Security (Elsevier Publishing)
  • International Journal of Critical Infrastructure Protection (Elsevier Publishing)
  • International Journal of Electrical Power and Energy Systems (Elsevier Publishing)
  • Sustainable Energy, Grids and Networks (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)
  • Smart Grids and Sustainable Energy (Springer Publishing)
  • Discover Energy (Springer Publishing)
  • PLOS One (Public Library of Science)
  • 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

24
  • 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

14
  • 2024 IEEE Future Networks World Forum (FNWF’24)
  • IEEE MECOM 2024: IEEE Middle East Conference on Communications and Networking 2024
  • 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