Miel Verkerken

Miel Verkerken

Ghent University - Ghent / Belgium
Engineering & Technology / Computer Science
AD Scientific Index ID: 5303727
Universiteit Gent
person_outline Miel Verkerken's MOST POPULAR ARTICLES
1-) Towards model generalization for intrusion detection: Unsupervised machine learning techniquesM Verkerken, L D’hooge, T Wauters, B Volckaert, F De TurckJournal of Network and Systems Management 30, 1-25, 2022632022
2-) Unsupervised machine learning techniques for network intrusion detection on modern dataM Verkerken, L D’hooge, T Wauters, B Volckaert, F De Turck2020 4th Cyber Security in Networking Conference (CSNet), 1-8, 2020292020
3-) A novel multi-stage approach for hierarchical intrusion detectionM Verkerken, L D’hooge, D Sudyana, YD Lin, T Wauters, B Volckaert, ...IEEE Transactions on Network and Service Management 20 (3), 3915-3929, 2023212023
4-) Establishing the contaminating effect of metadata feature inclusion in machine-learned network intrusion detection modelsL D’hooge, M Verkerken, B Volckaert, T Wauters, F De TurckInternational Conference on Detection of Intrusions and Malware, and …, 2022222022
5-) Investigating generalized performance of data-constrained supervised machine learning models on novel, related samples in intrusion detectionL D’hooge, M Verkerken, T Wauters, F De Turck, B VolckaertSensors 23 (4), 1846, 2023142023