Synthetic Collective Perception Message Dataset Derived from BurST-ADMA

This is a repo for both spatio-temporal GNN and Tabular Synthetic Collective Perception Message datasets generated from BurST-ADMA to be used in EvolveGCNOi-CPM model defined in 'State of the Art and First Synthetic Dataset for Misbehavior Detection with Collective Perception in [C-]V2X Networks' paper.

Please kindly cite the paper as;

@inproceedings{yuce2025state,
title={State of the Art and First Synthetic Dataset for Misbehavior Detection with Collective Perception in [C-]V2X Networks},
author={Yuce, Mehmet Fatih and Erturk, Mehmet Ali and Aydin, Muhammed Ali},
booktitle={2025 IEEE 36th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)},
year={2025},
organization={IEEE}
}

本代码仓库涵盖两类数据集——基于BurST-ADMA生成的时空图神经网络（spatio-temporal GNN）数据集与表格型合成集体感知消息（Collective Perception Message）数据集，可用于论文《面向[C-]V2X网络集体感知的误行为检测研究现状与首个合成数据集（State of the Art and First Synthetic Dataset for Misbehavior Detection with Collective Perception in [C-]V2X Networks）》中定义的EvolveGCNOi-CPM模型。

请按如下格式引用该论文：
@inproceedings{yuce2025state,
title={State of the Art and First Synthetic Dataset for Misbehavior Detection with Collective Perception in [C-]V2X Networks},
author={Yuce, Mehmet Fatih and Erturk, Mehmet Ali and Aydin, Muhammed Ali},
booktitle={2025年第36届IEEE个人、室内与移动无线电通信国际研讨会（PIMRC)},
year={2025},
organization={IEEE}
}