“Why Should I Trust Your IDS?”: An Explainable Deep Learning Framework for Intrusion Detection Systems in Internet of Things Networks
Author:
Affiliation:
1. L@bISEN, ISEN Yncréa Ouest, Carquefou, France
2. DRIVE EA1859, University of Bourgogne Franche-Comté, Besançon, France
3. GREYC CNRS, ENSICAEN, Normandie University, Caen, France
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computer Networks and Communications
Link
http://xplorestaging.ieee.org/ielx7/8782661/9702748/09825734.pdf?arnumber=9825734
Reference52 articles.
1. An Adversarial Approach for Explainable AI in Intrusion Detection Systems
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3. Explaining network intrusion detection system using explainable AI framework;mane;arXiv 2103 07110,2021
4. UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)
5. "Why Should I Trust You?"
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