Demystifying machine learning models for IOT attack detection with explainable AI

Demystifying machine learning models for IOT attack detection with explainable AI

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Bibliografiska uppgifter
Huvudupphovsmän: Muna, Rabeya Khatun, Maliha, Homaira Tasnim, Hasan, Mahedi
Övriga upphovsmän: Hossain, Muhammad Iqbal
Materialtyp: Lärdomsprov
Språk:English
Publicerad: Brac University 2021
Ämnen:
Xg-boost
Explainable AI
XAI
Lime
Shap
ELI5
IoT attack
SMOTE
PCA
Machine learning
Internet of things
Länkar:http://hdl.handle.net/10361/15553

Internet

http://hdl.handle.net/10361/15553

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