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Federated Learning of Explainable AI(FedXAI) for deep learning-based intrusion detection in IoT networks (title)
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journal article
Federated Learning of Explainable AI(FedXAI) for deep learning-based intrusion detection in IoT networks
Kalakoti, Rajesh
;
Nõmm, Sven
;
Bahsi, Hayretdin
Computer networks
2025
/
art. 111479, 23 p. : ill
https://doi.org/10.1016/j.comnet.2025.111479
journal article
Related publications
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Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
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keyword
45
1.
evaluation of explainable AI intrusion detection
2.
explainable machine learning
3.
Federated learning
4.
federated learning (FL)
5.
horizontal federated learning
6.
Machine Learning Explainable model
7.
behaviour-based intrusion detection systems
8.
deep learning
9.
deep learning (DL)
10.
deep learning classifier
11.
deep learning method
12.
deep learning methods
13.
deep learning model
14.
deep learning model quantization
15.
deep learning network
16.
deep reinforcement learning
17.
Deep reinforcing learning SDN
18.
Deep-learning
19.
deep-learning (DL)
20.
embedded deep learning
21.
Explainable AI
22.
explainable AI (XAI)
23.
explainable AI model
24.
challenge-based learning
25.
Challenge-Based Learning (CBL)
26.
competence based learning
27.
competence-based learning
28.
competency based learning
29.
computer based learning
30.
game based learning
31.
game-based learning
32.
problem-based learning
33.
Problem-based learning (PBL)
34.
project-based learning
35.
task based learning
36.
Web and computer-based learning
37.
work-based learning
38.
cyber intrusion detection
39.
early intrusion detection
40.
health care IoMT intrusion detection
41.
intrusion detection
42.
intrusion detection system
43.
intrusion detection system (IDS)
44.
intrusion detection systems
45.
network intrusion detection system
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