Explainable Intrusion Detection for Cyber Defences in the Internet of Things: Opportunities and Solutions

The field of Explainable Artificial Intelligence (XAI) has garnered considerable research attention in recent years, aiming to provide interpretability and confidence to the inner workings of state-of-the-art deep learning models. However, XAI-enhanced cybersecurity measures in the Internet of Thing...

Full description

Bibliographic Details

Published in:	IEEE Communications surveys and tutorials Vol. 25; no. 3; pp. 1775 - 1807
Main Authors:	Moustafa, Nour, Koroniotis, Nickolaos, Keshk, Marwa, Zomaya, Albert Y., Tari, Zahir
Format:	Journal Article
Language:	English
Published:	IEEE 01.01.2023
Subjects:	Artificial intelligence artificial intelligence (AI) Biological system modeling Computer crime Computer security Cyber defence explainable AI (XAI) Internet of Things Internet of Things (IoT) intrusion detection system (IDS) Soft sensors Surveys
ISSN:	2373-745X
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!