Projects per year
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Collaborations and top research areas from the last five years
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MASFAD: Multi-Agent System For Advanced Persistent Threat Detection
Mees, W. (Promotor) & Nikolov, G. (Researcher)
1/01/24 → 31/12/27
Project: Research › DFR
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DAP/20-03: Building a multi-agent system for APT detection
Pirnay, J.-P. (Promotor) & Nikolov, G. (Researcher)
1/01/20 → 31/12/23
Project: Research
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SIC/12: Building a multi-agent system for Advanced Persistent Threats detection
Mees, W. (Promotor) & Nikolov, G. (Researcher)
1/06/15 → 1/06/19
Project: Research
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Visual Analytics for Human-Centered Artificial Intelligence
Nikolov, G., Lavigne, V., Varga, M., Kirtelaa, A., Winkelholz, C., Ndoni, A. & Ray, C., 18 Feb 2026, Visual Analytics for Human-Centered Artificial Intelligence. NATO Science and Technology OrganizationResearch output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
File1 Downloads (Pure) -
Enhancing Cyber Situation Awareness: Visualizing Advanced Persistent Threats as Complex Systems: Visualizing Advanced Persistent Threats as Complex Systems
Nikolov, G., Varga, M., Panganiban, A. R., Kullman, K. & Lavigne, V., 9 Aug 2025, Availability, Reliability and Security - ARES 2025 International Workshops, Proceedings: ARES 2025. Coppens, B., Volckaert, B., De Sutter, B. & Naessens, V. (eds.). Springer, p. 90-107 18 p. (Lecture Notes in Computer Science; vol. 15995 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Uncovering Malicious Persistence: Machine Learning-Based Detection of Windows Scheduled Tasks
Rahal, K., Riahi, A., Nikolov, G., Debatty, T. & Dricot, J. M., 27 Nov 2025, (E-pub ahead of print) In: Advances in Knowledge-Based Systems, Data Science, and Cybersecurity . 2, p. 310-336 27 p.Research output: Contribution to journal › Article › peer-review
1 Downloads (Pure) -
Evaluation of Cyber Situation Awareness - Theory, Techniques and Applications
Nikolov, G., Perez, A. & Mees, W., 30 Jul 2024, ARES 2024 - 19th International Conference on Availability, Reliability and Security, Proceedings. Association for Computing Machinery, 70. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Citations (Scopus) -
Visualization for Cyber Complex Systems: Application, Issues and Future Work
Nikolov, G., Varga, M., Träber-Burdin, S. & Winkelholz, C., 2024, Digital Transformation, Cybersecurity, And Resilience DIGILIENCE 2024. 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
File37 Downloads (Pure)
Activities
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20th International Conference on Availability, Reliability and Security
Nikolov, G. (Participant)
11 Aug 2025 → 14 Aug 2025Activity: Participating in or organising an event (conference, measurement campaign, ...) › Participating in a conference, workshop, ...
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Use of Machine Learning for Persistence-based Behavior Detection A Sysmon-Based Approach for Malicious Scheduled Task Detection
Mees, W. (Chair of the jury), Mühlberg, J. T. (Jury Member), Rahal, K. (First reader) & Nikolov, G. (Second reader)
1 Sept 2024 → 19 Jan 2026Activity: Examination and mentoring › Mentoring Master Thesis
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Research Day
Ferreira Azevedo, A. (Organiser), Kechagiadakis, G. (Organiser), De cubber, G. (Organiser), Simoens, B. (Organiser), Neyt, X. (Organiser), Vergote, M. (Member of programme committee), Bourguignon, N. (Organiser), Massart, J. (Organiser), Dumont, C. (Organiser), Robbe, C. (Organiser), Marinus, B. (Organiser), De Clerck, B. (Organiser), Van Hoeymissen, S. (Organiser), Salatino, A. (Organiser), Delvaux, S. (Organiser), Ceulemans, C. (Organiser), De Meulenaere, K. (Organiser), Acheroy, S. (Participant), Adriaens, A. (Participant), Agrebi, A. (Participant), Ameloot, C. (Participant), André, M. (Participant), Andrei, A.-M. (Participant), Arhant, Y. (Participant), Atikpo, P. (Participant), Avirović, M. (Participant), Baron, A.-C. (Participant), Belpaire, G. (Participant), Benhassine, M. (Participant), Bequet, R. (Organiser), Bernardi, A. (Participant), Beumier, C. (Participant), Boeckx, K. (Participant), Bokri, A. (Participant), Bourguignon, N. (Participant), Lopera Tellez, O. (Organiser), Verhaegen, C. (Organiser), Boucetta, D. (Organiser), Capaldo, L. (Participant), Carrasquel Vera, J. (Participant), Chantrain, S. (Participant), Corluy, H. (Participant), Croix, A. (Participant), Daems, D. (Participant), De Carvalho, D. (Participant), De Coster, R. (Participant), De Ridder, S. (Participant), Debatty, T. (Participant), Defresnes, O. (Participant), Deleu, A. (Participant), Delsaute, B. (Participant), Delvaux, S. (Participant), Denolf, K. (Participant), Dequick, B. (Participant), Deshpande, S. (Participant), Desmet, N. (Participant), Dethye, C. (Participant), Dewulf, S. (Participant), Di Matteo, M. (Participant), Dimitrova, D. (Participant), Doroftei, L. (Participant), Doucet, M. (Participant), Dumortier, P. (Participant), Durnez, C. (Participant), Ebrahimbabaie Varnosfaderani, P. (Participant), Engels, T. (Participant), Enting, M. (Participant), Monteiro Fernandes, J. T. (Participant), Fernandez Velasco, L. (Participant), Foerster, F. (Participant), Gallant, J. (Participant), Gallo, E. (Participant), Gianni, I. (Participant), Glorieux, V. (Participant), Gomes, W. (Participant), Groeseneken, R. (Participant), Grosu, V. (Participant), Gugliotta, A. (Participant), Harmel, F. (Participant), Hasselmann, K. (Participant), Heuchamps, A. (Participant), Hurtado Erasso, C. A. (Participant), Jacobs, M. (Participant), Jacqmin, P.-A. (Participant), Janssens, B. (Participant), Jeunieau, L. (Participant), Joassin, V. (Participant), Joly, J. (Participant), Karli, R. (Participant), Komendová, L. (Participant), Le Nir, V. (Participant), Lepage, G. (Participant), Liénardy, J. (Participant), Lopez Rodriguez, L. (Participant), Louche, F. (Participant), Malfait, A. (Participant), Mansouri, Z. (Participant), Martin, A. (Participant), Matsuzaki, M. (Participant), Melo Bravo, P. (Participant), Milakovic, L. (Participant), Mimassi, J. (Participant), Miranda Vicario, A. (Participant), Né, É. (Participant), Nikolov, G. (Participant), Nishio, Y. (Participant), Nita, C. (Participant), Nsiampa, N. (Participant), Olarte, R. O. (Participant), Ongena, J. (Participant), Papili, S. (Participant), Papy, A. (Participant), Rahal, K. (Participant), Ranete, R. (Participant), Rennotte, S. (Participant), Lo Bue, S. (Participant), Rhouma, Y. (Participant), Rosar Longin, J. (Participant), Ruiz, F. (Participant), Simon, R. (Participant), Sousa Da Rocha, P. (Participant), Stirbu, B. (Participant), Stoz, A. (Participant), Tarhan, A. (Participant), ter Haar, T. (Participant), Tosato, F. (Participant), Tunon De Lara Ramos, M. E. L. (Participant), Van Audenhoven, J. (Participant), Van Cauter, M. (Participant), Van Cutsem, J. (Participant), Van Puyvelde, M. (Participant), Vancaeyzeele, T. (Participant), Vanvolsem, P. (Participant), Vervier, M. (Participant), Vochten, M. (Participant), Voets, F. (Participant) & Warnier, D. (Participant)
12 Sept 2025Activity: Participating in or organising an event (conference, measurement campaign, ...) › Organising a conference, workshop, ... (at RMA)
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Digital Transformation, Cybersecurity, And Resilience DIGILIENCE 2022
Nikolov, G. (Participant) & Mees, W. (Participant)
28 Sept 2022 → 30 Sept 2022Activity: Participating in or organising an event (conference, measurement campaign, ...) › Participating in a conference, workshop, ...
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Visualization for Cyber Complex Systems: Application, Issues and Future Work
Nikolov, G. (Poster presenter), Varga, M. (Co-author), Träber-Burdin, S. (Co-author) & Winkelholz, C. (Co-author)
28 May 2024Activity: Talk or presentation › Scientific poster presentation