Explainable Artificial Intelligence (XAI) to Enhance Trust Management in Intrusion Detection Systems Using Decision Tree Model

Despite the growing popularity of machine learning models in the cyber-security applications (e.g., an intrusion detection system (IDS)), most of these models are perceived as a black-box. The eXplainable Artificial Intelligence (XAI) has become increasingly important to interpret the machine learni...

Full description

Saved in:
Bibliographic Details
Main Authors: Basim Mahbooba, Mohan Timilsina, Radhya Sahal, Martin Serrano
Format: Article
Language:English
Published: Wiley 2021-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2021/6634811
Tags: Add Tag
No Tags, Be the first to tag this record!