ICS PCAPS

This dataset was generated on a small-scale process automation scenario using MODBUS/TCP equipment, for research on the application of ML techniques to cybersecurity in Industrial Control Systems. The testbed emulates a CPS process controlled by a SCADA system using the MODBUS/TCP protocol. It consists of a liquid pump simulated by an electric motor controlled by a variable frequency drive (allowing for multiple rotor speeds), which in its turn controlled by a Programmable Logic Controller (PLC). The motor speed is determined by a set of predefined liquid temperature thresholds, whose measurement is provided by a MODBUS Remote Terminal Unit (RTU) device providing a temperature gauge, which is simulated by a potentiometer connected to an Arduino. The PLC communicates horizontally with the RTU, providing insightful knowledge of how this type of communications may have an effect on the overall system. The PLC also communicates with the Human-Machine Interface (HMI) controlling the system.

搜集汇总

背景与挑战

背景概述

ICS PCAPS是一个面向工业控制系统网络安全研究的PCAP抓包数据集，专注于MODBUS/TCP SCADA通信场景。该数据集基于小型过程自动化测试床生成，模拟液体泵控制系统，包含正常与攻击流量，适用于机器学习技术的研究与应用。