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An Explainable LSTM-Based Intrusion Detection System Optimized by Firefly Algorithm for IoT Networks

As more IoT devices become connected to the Internet, the attack surface for cybercrimes expands, leading to significant security concerns for these devices. Existing intrusion detection systems (IDSs) designed to address these concerns often suffer from high rates of false positives and missed thre...

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Principais autores: Taiwo Blessing Ogunseyi, Gogulakrishan Thiyagarajan
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2025-04-01
סדרה:Sensors
נושאים:
explainable artificial intelligence (XAI)
intrusion detection system
LSTM-based model
firefly algorithm
LIME
SHAP
גישה מקוונת:https://www.mdpi.com/1424-8220/25/7/2288
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