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.

Bibliographische Detailangaben
Hauptverfasser: Muna, Rabeya Khatun, Maliha, Homaira Tasnim, Hasan, Mahedi
Weitere Verfasser: Hossain, Muhammad Iqbal
Format: Abschlussarbeit
Sprache:English
Veröffentlicht: Brac University 2021
Schlagworte:
Xg-boost
Explainable AI
XAI
Lime
Shap
ELI5
IoT attack
SMOTE
PCA
Machine learning
Internet of things
Online Zugang:http://hdl.handle.net/10361/15553

Online

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

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