A Model-agnostic XAI Approach for Developing Low-cost IoT Intrusion Detection Dataset

A Model-agnostic XAI Approach for Developing Low-cost IoT Intrusion Detection Dataset

This study tackles the significant challenge of generating low-cost intrusion detection datasets for Internet of Things (IoT) camera devices, particularly for financially limited organizations. Traditional datasets often depend on costly cameras, posing accessibility issues. Addressing this, a new d...

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Bibliographic Details
Main Authors: Enoch Opanin Gyamfi, Zhiguang Qin, Daniel Adu-Gyamfi, Juliana Mantebea Danso, Judith Ayekai Browne, Dominic Kwasi Adom, Francis Effirim Botchey, Nelson Opoku-Mensah
Format: Article
Language:English
Published: Naif University Publishing House 2023-12-01
Series:Journal of Information Security and Cybercrimes Research
Subjects:
cybersecurity
intrusion detection dataset
iot
model agnostic xai
shap
xgboost
cybercrime
ghanaian university
Online Access:https://journals.nauss.edu.sa/index.php/JISCR/article/view/2598

Internet

https://journals.nauss.edu.sa/index.php/JISCR/article/view/2598

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