Open Access

ARTICLE

Developing Transparent IDS for VANETs Using LIME and SHAP: An Empirical Study

Fayaz Hassan^1,*, Jianguo Yu¹, Zafi Sherhan Syed², Arif Hussain Magsi³, Nadeem Ahmed⁴

1 Beijing Key Laboratory of Work Safety Intelligent Monitoring, School of Electronic Engineering, Beijing University of Post and Telecommunication, Beijing, 100876, China
2 Department of Telecommunication Engineering, Mehran University of Engineering and Technology, Jamshoro, 76062, Pakistan
3 State Key Laboratory of Networking and Switching Technology, Beijing University of Post and Telecommunication, Beijing, 100876, China
4 School of Electronic Science, Beijing University of Post and Telecommunication, Beijing, 100876, China

* Corresponding Author: Fayaz Hassan. Email: