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.

Detalles Bibliográficos
Main Authors: Muna, Rabeya Khatun, Maliha, Homaira Tasnim, Hasan, Mahedi
Outros autores: Hossain, Muhammad Iqbal
Formato: Thesis
Idioma:English
Publicado: Brac University 2021
Subjects:
Xg-boost
Explainable AI
XAI
Lime
Shap
ELI5
IoT attack
SMOTE
PCA
Machine learning
Internet of things
Acceso en liña:http://hdl.handle.net/10361/15553

Internet

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

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