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Improving IoT security with explainable AI : quantitative evaluation of explainability for IoT botnet detection

author
statement of authorship
Rajesh Kalakoti, Hayretdin Bahsi, Sven Nõmm
source
publisher
journal volume number month
vol. 11, 10
year of publication
pages
p. 18237 - 18254
url
ISSN
2327-4662
notes
Bibliogr.: 72 ref
scientific publication
teaduspublikatsioon
language
inglise
subject term
keyword
botnet
complexity
consistency
explainable artificial intelligence (XAI)
faithfulness
feature importance
internet of things (IoT)
local interpretable model-agnostic explanations (LIME)
posthoc XAI
robustness
shapley additive explanation (SHAP)
Kalakoti, R., Bahsi, H., Nõmm, S. Improving IoT security with explainable AI : quantitative evaluation of explainability for IoT botnet detection // IEEE Internet of Things Journal (2024) vol. 11, 10, p. 18237 - 18254. https://doi.org/10.1109/JIOT.2024.3360626