Use of Explainable Artificial Intelligence for Analyzing and Explaining Intrusion Detection Systems

The increase in malicious cyber activities has generated the need to produce effective tools for the field of digital forensics and incident response. Artificial intelligence (AI) and its fields, specifically machine learning (ML) and deep learning (DL), have shown great potential to aid the task of...

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Hlavní autoři:	Pamela Hermosilla, Mauricio Díaz, Sebastián Berríos, Héctor Allende-Cid
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2025-04-01
Edice:	Computers
Témata:	forensic analysis XAI UNSW-NB15 SHAP LIME XGBoost
On-line přístup:	https://www.mdpi.com/2073-431X/14/5/160
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