XI2S-IDS: An Explainable Intelligent 2-Stage Intrusion Detection System
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- Mahawish Fatima & Osama Rehman & Ibrahim M. H. Rahman & Aisha Ajmal & Simon Jigwan Park, 2024. "Towards Ensemble Feature Selection for Lightweight Intrusion Detection in Resource-Constrained IoT Devices," Future Internet, MDPI, vol. 16(10), pages 1-38, October.
- Khoa Dinh Nguyen Dang & Peppino Fazio & Miroslav Voznak, 2024. "A Novel Deep Learning Framework for Intrusion Detection Systems in Wireless Network," Future Internet, MDPI, vol. 16(8), pages 1-31, July.
- Konstantinos Psychogyios & Andreas Papadakis & Stavroula Bourou & Nikolaos Nikolaou & Apostolos Maniatis & Theodore Zahariadis, 2024. "Deep Learning for Intrusion Detection Systems (IDSs) in Time Series Data," Future Internet, MDPI, vol. 16(3), pages 1-16, February.
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Keywords
IDS; XAI; SHAP; LSTM; UNSW-NB15; CICIDS2017; deep learning;All these keywords.
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