- ORCID iD
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0000-0002-1781-900X
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Towards secure and generalizable machine learning for network intrusion detection
(2025) -
- Conference Paper
- P1
- open access
ChronosGuard : a hierarchical machine learning intrusion detection system for modern clouds
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- Conference Paper
- P1
- open access
Quality analysis in IDS dataset : impact on model generalization
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- Journal Article
- A2
- open access
Improving generalization of ML-based IDS with lifecycle-based dataset, auto-learning features, and deep learning
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- Journal Article
- A1
- open access
A novel multi-stage approach for hierarchical intrusion detection
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- Conference Paper
- P1
- open access
Performance impact of queue sorting in container-based application scheduling
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- Journal Article
- A2
- open access
Characterizing the impact of data-damaged models on generalization strength in intrusion detection
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- Conference Paper
- P1
- open access
Castles built on sand : observations from classifying academic cybersecurity datasets with minimalist methods
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- Journal Article
- A1
- open access
Investigating generalized performance of data-constrained supervised machine learning models on novel, related samples in intrusion detection
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- Journal Article
- A1
- open access
Task assignment and capacity allocation for ML-based intrusion detection as a service in a multi-tier architecture