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Verkerken, Miel
18  results:
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1

Improving Generalization of ML-Based IDS With Lifecycle-Bas..:

Sudyana, Didik ; Lin, Ying-Dar ; Verkerken, Miel...
IEEE Transactions on Machine Learning in Communications and Networking.  2 (2024)  - p. 645-662 , 2024
Link: https://doi.org/10.1109/..
 
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2

A Novel Multi-Stage Approach for Hierarchical Intrusion Det..:

Verkerken, Miel ; D'hooge, Laurens ; Sudyana, Didik...
IEEE Transactions on Network and Service Management.  20 (2023)  3 - p. 3915-3929 , 2023
Link: https://doi.org/10.1109/..
 
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3

Characterizing the Impact of Data-Damaged Models on General..:

D'hooge, Laurens ; Verkerken, Miel ; Wauters, Tim..
Journal of Cybersecurity and Privacy.  3 (2023)  2 - p. 118-144 , 2023
Link: https://doi.org/10.3390/..
 
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4

Task Assignment and Capacity Allocation for ML-Based Intrus..:

Lai, Yuan-Cheng ; Sudyana, Didik ; Lin, Ying-Dar...
IEEE Transactions on Network and Service Management.  20 (2023)  1 - p. 672-683 , 2023
Link: https://doi.org/10.1109/..
 
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5

Performance Impact of Queue Sorting in Container-Based Appl..:

, In: 2023 19th International Conference on Network and Service Management (CNSM),
Santos, Jose ; Verkerken, Miel ; DHooge, Laurens... - p. 1-9 , 2023
Link: https://doi.org/10.23919..
 
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6

Investigating Generalized Performance of Data-Constrained S..:

D'hooge, Laurens ; Verkerken, Miel ; Wauters, Tim..
Sensors.  23 (2023)  4 - p. 1846 , 2023
Link: https://doi.org/10.3390/..
 
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7

Discovering Non-Metadata Contaminant Features in Intrusion ..:

, In: 2022 19th Annual International Conference on Privacy, Security & Trust (PST),
D'Hooge, Laurens ; Verkerken, Miel ; Wauters, Tim.. - p. 1-11 , 2022
Link: https://doi.org/10.1109/..
 
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8

Establishing the Contaminating Effect of Metadata Feature I..:

, In: Detection of Intrusions and Malware, and Vulnerability Assessment; Lecture Notes in Computer Science,
D'hooge, Laurens ; Verkerken, Miel ; Volckaert, Bruno.. - p. 23-41 , 2022
Link: https://doi.org/10.1007/..
 
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9

Machine learning based intrusion detection as a service ..:

, In: Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion,
Lai, Yuan-Cheng ; Sudyana, Didik ; Lin, Ying-Dar... - p. 1-6 , 2021
Link: https://dl.acm.org/doi/1..
 
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10

Hierarchical feature block ranking for data-efficient intru..:

D'hooge, Laurens ; Verkerken, Miel ; Wauters, Tim..
Computer Networks.  201 (2021)  - p. 108613 , 2021
Link: https://doi.org/10.1016/..
 
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11

Towards Model Generalization for Intrusion Detection: Unsup..:

Verkerken, Miel ; D'hooge, Laurens ; Wauters, Tim..
Journal of Network and Systems Management.  30 (2021)  1 - p. , 2021
Link: https://doi.org/10.1007/..
 
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12

Unsupervised Machine Learning Techniques for Network Intrus..:

, In: 2020 4th Cyber Security in Networking Conference (CSNet),
Verkerken, Miel ; D'hooge, Laurens ; Wauters, Tim.. - p. 1-8 , 2020
Link: https://doi.org/10.1109/..
 
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13

Investigating Generalized Performance of Data-Constrained S..:

D'hooge, Laurens ; Verkerken, Miel ; Wauters, Tim..
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960990/.  , 2023
Link: http://www.ncbi.nlm.nih...
 
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14

Fixing the Foundations: Towards Generalization for Machine ..:

Verkerken, Miel ; D'hooge, Laurens ; Wauters, Tim..
doi:10.5281/zenodo.7400787.  , 2022
Link: https://zenodo.org/recor..
 
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15

Investigating Generalized Performance of Data-Constrained S..:

Laurens D'hooge ; Miel Verkerken ; Tim Wauters..
Sensor Networks.  , 2023
Link: https://doi.org/10.3390/..
 
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