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...

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Vydáno v:	IEEE Communications surveys and tutorials Ročník 25; číslo 3; s. 1775 - 1807
Hlavní autoři:	Moustafa, Nour, Koroniotis, Nickolaos, Keshk, Marwa, Zomaya, Albert Y., Tari, Zahir
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	IEEE 01.01.2023
Témata:	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
On-line přístup:	Získat plný text
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