Modbus Dataset for ICS Anomaly Detection

This dataset consisting of MODBUS/TCP communication was created using the Factory.IO simulator (trial version is available). The dataset contains different scenarios that control different industrial processes. For each scenario, files are provided to capture normal communication and communication with anomalies. The purpose of the dataset is to support research and evaluation of anomaly detection methods in the field of ICS. The provided ICS operation, with the help of a simulated factory, is close to the real system and at the same time allows various errors and attacks to be demonstrated.本数据集由MODBUS/TCP通信数据构成，基于Factory.IO模拟器（该模拟器提供试用版本）构建。数据集涵盖多种用于管控不同工业流程的应用场景，针对每种场景均提供了用于捕获正常通信与异常通信的相关文件。本数据集的构建目标是为工业控制系统（ICS，Industrial Control System）领域的异常检测方法研究与评估提供支撑。本数据集所收录的工业控制系统运行数据，依托模拟工厂生成，既贴近真实系统的实际运行状态，同时也可直观展示各类故障与攻击行为。

搜集汇总

背景与挑战

背景概述

该数据集基于MODBUS/TCP通信，通过Factory.IO模拟器生成，包含多个工业过程场景的正常和异常通信数据，专门用于支持工业控制系统（ICS）异常检测方法的研究和评估。其模拟环境接近真实系统，能有效展示各种错误和攻击场景。