Researcher
Laurens D'hooge
- Keywords:machine learning, computer networks, network security
- Disciplines:Scientific computing, Computer theory, Computer hardware, Other computer engineering, information technology and mathematical engineering
Affiliations
- Department of Information technology (Department)
Member
From18 Sep 2018 → Today
Publications
1 - 10 of 15
- A novel multi-stage approach for hierarchical intrusion detection(2023)
Authors: Miel Verkerken, Laurens D'hooge, Didik Sudyana, Ying-Dar Lin, Tim Wauters, Bruno Volckaert, Filip De Turck
Pages: 3915 - 3929 - Performance impact of queue sorting in container-based application scheduling(2023)
Authors: José Pedro Pereira dos Santos, Miel Verkerken, Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck
Pages: 387 - 395 - Discovering non-metadata contaminant features in intrusion detection datasets(2022)
Authors: Laurens D'hooge, Miel Verkerken, Tim Wauters, Bruno Volckaert, Filip De Turck
Number of pages: 1 - Hierarchical feature block ranking for data-efficient intrusion detection modeling(2021)
Authors: Laurens D'hooge, Miel Verkerken, Tim Wauters, Bruno Volckaert, Filip De Turck
- Unsupervised machine learning techniques for network intrusion detection on modern data(2020)
Authors: Miel Verkerken, Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck, R. Laborde, N. Aitsaadi, S. Ghernaouti, A. Benzekri, J. Garcia-Alfaro
Number of pages: 1 - Classification hardness for supervised learners on 20 years of intrusion detection data(2019)
Authors: Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck
Pages: 167455 - 167469 - In-depth comparative evaluation of supervised machine learning approaches for detection of cybersecurity threats(2019)
Authors: Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck
Pages: 125 - 136 - Investigating generalized performance of data-constrained supervised machine learning models on novel, related samples in intrusion detection
Authors: Laurens D'hooge, Miel Verkerken, Tim Wauters, Filip De Turck, Bruno Volckaert
- Castles built on sand : observations from classifying academic cybersecurity datasets with minimalist methods
Authors: Laurens D'hooge, Miel Verkerken, Tim Wauters, Filip De Turck, Bruno Volckaert, Gary Wills, Levente Buttyán, Péter Kacsuk, Victor Chang
Pages: 61 - 72 - Task assignment and capacity allocation for ML-based intrusion detection as a service in a multi-tier architecture
Authors: Yuan-Cheng Lai, Didik Sudyana, Ying-Dar Lin, Miel Verkerken, Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck
Pages: 672 - 683