A data-driven approach for Network Intrusion Detection and Monitoring based on Kernel Null Space

Huong, Truong and Bac, Ta and Nguyen, Quoc and Nguyen, Huu and Tran, Kim (2019) A data-driven approach for Network Intrusion Detection and Monitoring based on Kernel Null Space. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems.

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Abstract

In this study, we propose a new approach to determine intrusions of network in real-time based on statistical
process control technique and kernel null space method. The training samples in a class are mapped to a single point using the Kernel Null Foley-Sammon Transform. The Novelty Score are comp

Item Type: Article
Date Deposited: 04 Mar 2026 12:21
Last Modified: 12 Apr 2026 03:56
URI: http://eprints.eai.eu/id/eprint/24153

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