
Laurens D'hooge
Senior Researcher
Table of Contents
Laurens D'hooge is a senior researcher in the DISCOVER team.
Blog posts and projects
No blog posts or projects yet.
Recent publications
2026
'What is the Problem Space?' Defining host-space adversarial perturbations against network intrusion detection systems
21st Asia Conference on Computer and Communications Security (ASIACCS 2026), Bengaluru, India
AIBoMGen: generating an AI bill of materials for secure, transparent, and compliant model training
The IEEE/ACM 5th International Conference on AI Engineering: Software Engineering for AI (CAIN '26), Rio de Janeiro, Brazil
Bridging training-deployment gap in intrusion detection with source-free domain adaptation
IEEE Trans. Netw. Serv. Manag.
Beyond retraining: source-free adaptation for generalizable intrusion detection
IEEE International Conference on Communications (ICC 2026), Glasgow, UK
2025
RustiFlow: bridging the gap between security research and practice using eBPF-based network flow extraction
2025 European Symposium on Security and Privacy Workshop-EuroS&PW, Venice, Italy
2024
ChronosGuard: a hierarchical machine learning intrusion detection system for modern clouds
2024 20th International Conference on Network and Service Management (CNSM), Prague, Czech Republic
Quality analysis in IDS dataset: impact on model generalization
2024 IEEE Conference on Communications and Network Security (CNS), Taipei, Taiwan
Improving generalization of ML-based IDS with lifecycle-based dataset, auto-learning features, and deep learning
Trans. Mach. Learn. Comm. Netw.
2023
A novel multi-stage approach for hierarchical intrusion detection
IEEE Trans. Netw. Serv. Manag.
Performance impact of queue sorting in container-based application scheduling
CNSM2023, the 19th International Conference on Network and Service Management, Niagara Falls, Canada