An Explainable Ensemble Deep Learning Approach for Intrusion Detection in Industrial Internet of Things

Ensuring the security of critical Industrial Internet of Things (IIoT) systems is of utmost importance, with a primary focus on identifying cyber-attacks using Intrusion Detection Systems (IDS). Deep learning (DL) techniques are frequently utilized in the anomaly detection components of IDSs. Howeve...

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Autori principali:	Mousa'B Mohammad Shtayat, Mohammad Kamrul Hasan, Rossilawati Sulaiman, Shayla Islam, Atta Ur Rehman Khan
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	IEEE 2023-01-01
Serie:	IEEE Access
Soggetti:	Explanation AI (XAI) intrusion detection systems (IDS) SHapley additive explanations (SHAP) local comprehensible model-independent clarifications (LIME) ensemble learning CNN
Accesso online:	https://ieeexplore.ieee.org/document/10274903/
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