Improving IoT security with explainable AI : quantitative evaluation of explainability for IoT botnet detection
statement of authorship
Rajesh Kalakoti, Hayretdin Bahsi, Sven Nõmm
publisher
journal volume number month
vol. 11, 10
year of publication
pages
p. 18237 - 18254
ISSN
2327-4662
notes
Bibliogr.: 72 ref
scientific publication
teaduspublikatsioon
language
inglise
subject term
keyword
consistency
faithfulness
local interpretable model-agnostic explanations (LIME)
posthoc XAI
shapley additive explanation (SHAP)
TTÜ department
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.