Automotive Controller Area Network (CAN) Bus Intrusion Dataset

This dataset contains automotive is Controller Area Network (CAN) bus data from three systems: two cars (Opel Astra and Renault Clio) and from a is Controller Area Network (CAN) bus prototype we built ourselves. Its purpose is meant to evaluate is Controller Area Network (CAN) bus Network Intrusion Detection Systems (NIDS). For each system, the dataset consists in a collection of log files captured from a is Controller Area Network (CAN) bus: normal (attack-free) data for training and testing detection algorithms, and different is Controller Area Network (CAN) bus attacks (Diagnostic, Fuzzing attacks, Replay attack, Suspension attack and Denial-of-Service attack)

搜集汇总

背景与挑战

背景概述

该数据集包含来自两辆汽车（Opel Astra和Renault Clio）和一个CAN总线原型系统的控制器局域网（CAN）总线日志数据，专门用于评估网络入侵检测系统（NIDS）。数据包括正常（无攻击）数据用于算法训练和测试，以及多种攻击类型（如诊断、模糊测试、重放、暂停和拒绝服务攻击），适用于汽车安全研究和入侵检测算法开发。