Utilizing the Ensemble Learning and XAI for Performance Improvements in IoT Network Attack Detection

Kalutharage, Chathuranga Sampath; Liu, Xiaodong; Chrysoulas, Christos; Bamgboye, Oluwaseun

doi:10.1007/978-3-031-54129-2_8

Utilizing the Ensemble Learning and XAI for Performance Improvements in IoT Network Attack Detection

Kalutharage, Chathuranga Sampath; Liu, Xiaodong; Chrysoulas, Christos; Bamgboye, Oluwaseun

Authors

Chathuranga Sampath Kalutharage C.Kalutharage@napier.ac.uk
Research Student

Prof Xiaodong Liu X.Liu@napier.ac.uk
Professor

Christos Chrysoulas

Dr Oluwaseun Bamgboye O.Bamgboye@napier.ac.uk
Lecturer

Citation

Kalutharage, C. S., Liu, X., Chrysoulas, C., & Bamgboye, O. (2023, September). Utilizing the Ensemble Learning and XAI for Performance Improvements in IoT Network Attack Detection. Presented at The 4th International Workshop on Cyber-Physical Security for Critical Infrastructures Protection (CPS4CIP 2023) - in conjunction with ESORICS 2023, The Hague, Netherlands

Presentation Conference Type	Conference Paper (published)
Conference Name	The 4th International Workshop on Cyber-Physical Security for Critical Infrastructures Protection (CPS4CIP 2023) - in conjunction with ESORICS 2023
Start Date	Sep 25, 2023
End Date	Sep 29, 2023
Acceptance Date	Aug 9, 2023
Online Publication Date	Mar 12, 2024
Publication Date	2024
Deposit Date	Dec 8, 2023
Publicly Available Date	Mar 13, 2025
Publisher	Springer
Pages	125-139
Series Title	Lecture Notes in Computer Science
Series Number	14399
Series ISSN	0302-9743
Book Title	Computer Security. ESORICS 2023 International Workshops
ISBN	978-3-031-54128-5
DOI	https://doi.org/10.1007/978-3-031-54129-2_8
Public URL	http://researchrepository.napier.ac.uk/Output/3407520
Related Public URLs	https://st.fbk.eu/assets/areas/events/CPS4CIP2023/CPS4CIP2023_S3_Kalutharage.pdf