Browsing by imec author "e459f52c093ad1a9fda48b3cdf90f8d056b9fbb4"
Now showing items 1-14 of 14
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A Novel Multi-Stage Approach for Hierarchical Intrusion Detection
Verkerken, Miel; D'hooge, Laurens; Sudyana, Didik; Lin, Ying-Dar; Wauters, Tim; Volckaert, Bruno; De Turck, Filip (2023) -
Castles Built on Sand: Observations from Classifying Academic Cybersecurity Datasets with Minimalist Methods
D'hooge, Laurens; Verkerken, Miel; Wauters, Tim; De Turck, Filip; Volckaert, Bruno (2023) -
Classification hardness for supervised learners on 20 years of intrusion detection data
D'hooge, Laurens; Wauters, Tim; Volckaert, Bruno; De Turck, Filip (2019-11) -
Discovering Non-Metadata Contaminant Features in Intrusion Detection Datasets
D'hooge, Laurens; Verkerken, Miel; Wauters, Tim; Volckaert, Bruno; De Turck, Filip (2022) -
Establishing the Contaminating Effect of Metadata Feature Inclusion in Machine-Learned Network Intrusion Detection Models
D'hooge, Laurens; Verkerken, Miel; Volckaert, Bruno; Wauters, Tim; De Turck, Filip (2022) -
Hierarchical feature block ranking for data-efficient intrusion detection modeling
D'hooge, Laurens; Verkerken, Miel; Wauters, Tim; Volckaert, Bruno; De Turck, Filip (2021) -
In-depth comparative evaluation of supervised machine learning approaches for detection of cybersecurity threats
D'hooge, Laurens; Wauters, Tim; Volckaert, Bruno; De Turck, Filip (2019) -
Inter-dataset generalization strength of supervised machine learning methods for intrusion detection
D'hooge, Laurens; Wauters, Tim; Volckaert, Bruno; De Turck, Filip (2020-10) -
Investigating Generalized Performance of Data-Constrained Supervised Machine Learning Models on Novel, Related Samples in Intrusion Detection
D'hooge, Laurens; Verkerken, Miel; Wauters, Tim; De Turck, Filip; Volckaert, Bruno (2023) -
Machine Learning based Intrusion Detection as a Service: Task Assignment and Capacity Allocation in a Multi-tier Architecture
Lai, Yuan-Cheng; Sudyana, Didik; Lin, Ying-Dar; Verkerken, Miel; D'hooge, Laurens; Wauters, Tim; Volckaert, Bruno; De Turck, Filip (2021) -
Performance Impact of Queue Sorting in Container-based Application Scheduling
Pereira dos Santos, José Pedro; Verkerken, Miel; D'hooge, Laurens; Wauters, Tim; Volckaert, Bruno; De Turck, Filip (2023) -
Towards Model Generalization for Intrusion Detection: Unsupervised Machine Learning Techniques
Verkerken, Miel; D'hooge, Laurens; Wauters, Tim; Volckaert, Bruno; De Turck, Filip (2022) -
Unsupervised Machine Learning Techniques for Network Intrusion Detection on Modern Data
Verkerken, Miel; D'hooge, Laurens; Wauters, Tim; Volckaert, Bruno; De Turck, Filip (2020)