can-ml

can-mlThis dataset contains controller area network (CAN) traffic for the 2017 Subaru Forester, the 2016 Chevrolet Silverado, the 2011 Chevrolet Traverse, and the 2011 Chevrolet Impala.For each vehicle, there are samples of attack-free traffic--that is, normal traffic--as well as samples of various types of attacks.The samples are stored in comma-separated values (CSV) format. Labeled and unlabeled samples are provided. For the labeled samples, attack frames are assigned "1," while attack-free frames are designated "0."The helper folder provides example scripts that demonstrate how to process and leverage the dataset.

本数据集收录了2017款斯巴鲁森林人、2016款雪佛兰银ado、2011款雪佛兰开拓者和2011款雪佛兰Impala的控制器区域网络（CAN）通信流量。针对每款车型，均包含无攻击流量（即正常流量）及多种攻击类型的样本。样本以逗号分隔值（CSV）格式存储。提供了标记和无标记样本。对于标记样本，攻击帧被分配为“1”，而无攻击帧则被标记为“0”。辅助文件夹中提供了示例脚本，用于展示如何处理和利用该数据集。