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.

Bibliografiset tiedot
Päätekijät: Muna, Rabeya Khatun, Maliha, Homaira Tasnim, Hasan, Mahedi
Muut tekijät: Hossain, Muhammad Iqbal
Aineistotyyppi: Opinnäyte
Kieli:English
Julkaistu: Brac University 2021
Aiheet:
Xg-boost
Explainable AI
XAI
Lime
Shap
ELI5
IoT attack
SMOTE
PCA
Machine learning
Internet of things
Linkit:http://hdl.handle.net/10361/15553

Internet

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

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