Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Miel Verkerken

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0002-1781-900X

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- A1
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A novel multi-stage approach for hierarchical intrusion detection

Miel Verkerken (UGent) , Laurens D'hooge (UGent) , Didik Sudyana, Ying-Dar Lin, Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2023) IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. 20(3). p.3915-3929
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- P1
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Performance impact of queue sorting in container-based application scheduling

José Pedro Pereira dos Santos (UGent) , Miel Verkerken (UGent) , Laurens D'hooge (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2023) 2023 19th International Conference on Network and Service Management (CNSM). In International Conference on Network and Service Management p.387-395
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- A2
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Characterizing the impact of data-damaged models on generalization strength in intrusion detection

Laurens D'hooge (UGent) , Miel Verkerken (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2023) JOURNAL OF CYBERSECURITY AND PRIVACY. 3(2). p.118-144
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Castles built on sand : observations from classifying academic cybersecurity datasets with minimalist methods

Laurens D'hooge (UGent) , Miel Verkerken (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2023) Proceedings of the 8th International Conference on Internet of Things, Big Data and Security : volume 1. p.61-72
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Investigating generalized performance of data-constrained supervised machine learning models on novel, related samples in intrusion detection

Laurens D'hooge (UGent) , Miel Verkerken (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2023) SENSORS. 23(4).
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Task assignment and capacity allocation for ML-based intrusion detection as a service in a multi-tier architecture

Yuan-Cheng Lai, Didik Sudyana, Ying-Dar Lin, Miel Verkerken (UGent) , Laurens D'hooge (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2023) IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. 20(1). p.672-683
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- Conference Paper
- C3
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Fixing the foundations : towards generalization for machine learning

Miel Verkerken (UGent) , Laurens D'hooge (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
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Establishing the contaminating effect of metadata feature inclusion in machine-learned network intrusion detection models

Laurens D'hooge (UGent) , Miel Verkerken (UGent) , Bruno Volckaert (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2022) Detection of Intrusions and Malware, and Vulnerability Assessment, DIMVA 2022. In Lecture Notes in Computer Science 13358. p.23-41
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Discovering non-metadata contaminant features in intrusion detection datasets

Laurens D'hooge (UGent) , Miel Verkerken (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2022) 2022 19TH ANNUAL INTERNATIONAL CONFERENCE ON PRIVACY, SECURITY & TRUST (PST). In Annual Conference on Privacy Security and Trust-PST
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- A1
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Towards model generalization for intrusion detection : unsupervised machine learning techniques

Miel Verkerken (UGent) , Laurens D'hooge (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2022) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 30(1).

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