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

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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Bibliographic Details
Main Authors: Pamela Hermosilla, Mauricio Díaz, Sebastián Berríos, Héctor Allende-Cid
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Computers
Subjects:
forensic analysis
XAI
UNSW-NB15
SHAP
LIME
XGBoost
Online Access:https://www.mdpi.com/2073-431X/14/5/160
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