Knowledge-to-Data: LLM-Driven Synthesis of Structured Network Traffic for Testbed-Free IDS Evaluation.

Vyron Kampourakis https://orcid.org/0000-0003-4492-5104

Konstantinos E. Kampourakis Vyron Kampourakis Efstratios Chatzoglou Georgios Kambourakis Stefanos Gritzalis Knowledge-to-Data: LLM-Driven Synthesis of Structured Network Traffic for Testbed-Free IDS Evaluation. 2026 January abs/2601.05022 CoRR https://doi.org/10.48550/arXiv.2601.05022 db/journals/corr/corr2601.html#abs-2601-05022 streams/journals/corr

Michail Takaronis Athanasia Kollarou Vyron Kampourakis Vasileios Gkioulos Sokratis K. Katsikas ICSSPulse: A Modular LLM-Assisted Platform for Industrial Control System Penetration Testing. 2026 February abs/2602.20663 CoRR https://doi.org/10.48550/arXiv.2602.20663 db/journals/corr/corr2602.html#abs-2602-20663 streams/journals/corr

Efstratios Chatzoglou Vyron Kampourakis Zisis Tsiatsikas Georgios Karopoulos Georgios Kambourakis Unmasking the hidden credential leaks in password managers and VPN clients. 104298 2025 150 Comput. Secur. https://doi.org/10.1016/j.cose.2024.104298 db/journals/compsec/compsec150.html#ChatzoglouKTKK25 streams/journals/compsec

Vyron Kampourakis Georgios Kavallieratos Vasileios Gkioulos Sokratis K. Katsikas Cracks in the chain: A technical analysis of real-life supply chain security incidents. 104673 2025 159 Comput. Secur. https://doi.org/10.1016/j.cose.2025.104673 db/journals/compsec/compsec159.html#KampourakisKGK25 streams/journals/compsec

Koffi Anderson Koffi Vyron Kampourakis Constantinos Kolias Jia Song 0006 Robert C. Ivans Speeding-up fuzzing through directional seeds. 77 2025 April 24 Int. J. Inf. Sec. 2 https://doi.org/10.1007/s10207-024-00953-6 db/journals/ijisec/ijisec24.html#KoffiKKSI25 streams/journals/ijisec

Vyron Kampourakis Vasileios Gkioulos Sokratis K. Katsikas A step-by-step definition of a reference architecture for cyber ranges. 103917 2025 88 J. Inf. Secur. Appl. https://doi.org/10.1016/j.jisa.2024.103917 db/journals/istr/istr88.html#KampourakisGK25 streams/journals/istr

Vyron Kampourakis Christos Smiliotopoulos Vasileios Gkioulos Sokratis K. Katsikas In Numeris Veritas: An Empirical Measurement of Wi-Fi Integration in Industry. 2025 September abs/2509.16987 CoRR https://doi.org/10.48550/arXiv.2509.16987 db/journals/corr/corr2509.html#abs-2509-16987 streams/journals/corr

Vyron Kampourakis Georgios Kavallieratos Georgios P. Spathoulas Vasileios Gkioulos Sokratis K. Katsikas LLM-Assisted AHP for Explainable Cyber Range Evaluation. 2025 December abs/2512.10487 CoRR https://doi.org/10.48550/arXiv.2512.10487 db/journals/corr/corr2512.html#abs-2512-10487 streams/journals/corr

Vyron Kampourakis Georgios Michail Makrakis Constantinos Kolias From Seek-and-Destroy to Split-and-Destroy: Connection Partitioning as an Effective Tool against Low-Rate DoS Attacks. 137 2024 April 16 Future Internet 4 https://doi.org/10.3390/fi16040137 db/journals/fi/fi16.html#KampourakisMK24

Efstratios Chatzoglou Vyron Kampourakis Zisis Tsiatsikas Georgios Karopoulos Georgios Kambourakis Keep Your Memory Dump Shut: Unveiling Data Leaks in Password Managers. 61-75 2024 SEC https://doi.org/10.1007/978-3-031-65175-5_5 conf/sec/2024 db/conf/sec/sec2024.html#ChatzoglouKTKK24

Efstratios Chatzoglou Vyron Kampourakis Zisis Tsiatsikas Georgios Karopoulos Georgios Kambourakis Keep your memory dump shut: Unveiling data leaks in password managers. 2024 abs/2404.00423 CoRR https://doi.org/10.48550/arXiv.2404.00423 db/journals/corr/corr2404.html#abs-2404-00423

Vyron Kampourakis Vasileios Gkioulos Sokratis K. Katsikas A systematic literature review on wireless security testbeds in the cyber-physical realm. 103383 2023 October 133 Comput. Secur. https://doi.org/10.1016/j.cose.2023.103383 db/journals/compsec/compsec133.html#KampourakisGK23

Vyron Kampourakis Secure Infrastructure for Cyber-Physical Ranges. 622-631 2023 RCIS https://doi.org/10.1007/978-3-031-33080-3_45 conf/rcis/2023 db/conf/rcis/rcis2023.html#Kampourakis23 Efstratios Chatzoglou Vyron Kampourakis Georgios Kambourakis Bl0ck: Paralyzing 802.11 Connections Through Block Ack Frames. 250-264 2023 SEC https://doi.org/10.1007/978-3-031-56326-3_18 conf/sec/2023 db/conf/sec/sec2023.html#ChatzoglouKK23

Efstratios Chatzoglou Vyron Kampourakis Georgios Kambourakis Bl0ck: Paralyzing 802.11 connections through Block Ack frames. 2023 abs/2302.05899 CoRR https://doi.org/10.48550/arXiv.2302.05899 db/journals/corr/corr2302.html#abs-2302-05899

Vyron Kampourakis Efstratios Chatzoglou Georgios Kambourakis Apostolos Dolmes Christos D. Zaroliagis WPAxFuzz: Sniffing Out Vulnerabilities in Wi-Fi Implementations. 53 2022 6 Cryptogr. 4 https://doi.org/10.3390/cryptography6040053 https://www.wikidata.org/entity/Q114844906 db/journals/cryptography/cryptography6.html#KampourakisCKDZ22

Vyron Kampourakis Georgios Kambourakis Efstratios Chatzoglou Christos D. Zaroliagis Revisiting man-in-the-middle attacks against HTTPS. 2022 2022 Netw. Secur. 3 https://doi.org/10.12968/s1353-4858(22)70028-1 db/journals/ns/ns2022.html#KampourakisKCZ22

Efstratios Chatzoglou Apostolos Dolmes Vasileios Gkioulos Stefanos Gritzalis Robert C. Ivans Georgios Kambourakis Konstantinos E. Kampourakis Georgios Karopoulos Sokratis K. Katsikas Georgios Kavallieratos Koffi Anderson Koffi Constantinos Kolias Athanasia Kollarou Georgios Michail Makrakis Christos Smiliotopoulos Jia Song 0006 Georgios P. Spathoulas Michail Takaronis Zisis Tsiatsikas Christos D. Zaroliagis