Projects per year
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Dive into the research topics where Thibault Debatty is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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LCF: Linux Containers Forensics
Debatty, T. (Promotor) & Piron, T. (Researcher)
1/05/26 → 30/04/30
Project: Research › INNO
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CERMIL: Certification of software for use in military networks
Debatty, T. (Promotor) & Idrissa, M. (Researcher)
1/01/26 → 31/12/29
Project: Research › INNO
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ECSI: Crypto software validation
Debatty, T. (Promotor) & Jago, A. (Researcher)
1/01/26 → 31/12/29
Project: Research › INNO
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CITADEL Range: Cyber Infrastructure for Training in Advanced Defence Exercises and Learning
Debatty, T. (Promotor) & Rhouma, Y. (Researcher)
1/11/25 → 30/04/29
Project: Research › EDF
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BEL-LUX SOLACE: SOftware suppLy chain Attack and defenCE
Debatty, T. (Promotor) & Migliorini, E. (Researcher)
8/09/25 → 7/09/29
Project: Research › COLLAB
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Dataset of APT Persistence Techniques on Windows Platforms Mapped to the MITRE ATT&CK Framework
Riahi, A. & Debatty, T., 2025, Proceedings of the 28th Conference on Innovation in Clouds, Internet and Networks, ICIN 2025. Paganelli, F., Rojas, E., Mitton, N., Naboulsi, D., Borsatti, D. & Rovedakis, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 17-24 8 p. (Proceedings of the 28th Conference on Innovation in Clouds, Internet and Networks, ICIN 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Pseudonymisation of SS7 Identifiers by Random Tables
Beumier, C. & Debatty, T., 2025, Advances in Information and Communication - Proceedings of the 2025 Future of Information and Communication Conference, FICC 2025. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 369-378 10 p. (Lecture Notes in Networks and Systems; vol. 1284 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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) -
Adv-Bot: Realistic adversarial botnet attacks against network intrusion detection systems
Debicha, I., Cochez, B., Kenaza, T., Debatty, T., Dricot, J. M. & Mees, W., Jun 2023, In: Computers and Security. 129, 103176.Research output: Contribution to journal › Article › peer-review
Open Access64 Citations (Scopus) -
TAD: Transfer learning-based multi-adversarial detection of evasion attacks against network intrusion detection systems
Debicha, I., Bauwens, R., Debatty, T., Dricot, J. M., Kenaza, T. & Mees, W., Jan 2023, In: Future Generation Computer Systems. 138, p. 185-197 13 p.Research output: Contribution to journal › Article › peer-review
Open Access80 Citations (Scopus)
Activities
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ML-based detection of APT via Windows registry as a persistence technique
Debatty, T. (Jury Member), LURKIN, Q. (Jury Member) & Rahal, K. (Second reader)
1 Sept 2025 → 26 Jan 2026Activity: Examination and mentoring › Mentoring Master Thesis
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STO-TR-IST-163 Deep Machine Learning for Cyber Defense
Debatty, T. (Participant)
2018 → 2022Activity: Other › Participation to a NATO STO RTG/ET
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Security issues related to SS7 (2)
Beumier, C. (Poster presenter) & Debatty, T. (Co-author)
13 Dec 2023Activity: Talk or presentation › Scientific poster presentation
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Pseudonymisation of SS7 Identifiers by Random Table
Beumier, C. (Poster presenter) & Debatty, T. (Co-author)
28 May 2024Activity: Talk or presentation › Scientific poster presentation
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Using Knowledge Graph Comparison Algorithms for APT Detection from Logs and CTI Sources
Debatty, T. (Chair of the jury), Nikolov, G. (First reader) & Rahal, K. (Second reader)
1 Sept 2025 → 19 Jan 2026Activity: Examination and mentoring › Mentoring Master Thesis
Thesis
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Design and analysis of distributed k-nearest neighbors graph algorithms
Debatty, T. (Author), Mees, W. (Supervisor) & Michiardi, P. (Supervisor), 5 Oct 2018Student thesis: Doctoral Thesis
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