X-GANet: An Explainable Graph-Based Framework for Robust Network Intrusion Detection

Modern networks are increasingly targeted by sophisticated cyber threats, making effective intrusion detection a critical challenge. Traditional intrusion detection systems (IDSs) often struggle with capturing the complex relationships within network traffic and suffer from a lack of explainability...

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Bibliographic Details
Main Authors: Mainak Basak, Dong-Wook Kim, Myung-Mook Han, Gun-Yoon Shin
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/9/5002
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