Dataset for Intrusion Device Detection in Fieldbus Network

The dataset is derived from sampling Modbus commands in RS485 fieldbus networks, where the communication baud rate is 9.6k bit/s and the sampling frequency is set to 100 KS/s. In the dataset, 2000 signals are stored as normal data and abnormal data based on different intrusion devices in .xlsx format, respectively, with a total size of 170 MB. In this dataset, the attack scenario is the unauthorized insertion of a silent intrusion device into the fieldbus, thereby eavesdropping communication data. The data in the DifferentIntrusion_data folder is sampled from a real distribution cabinet under a constant temperature of 21℃. The data in the DifferentTemperature_data folder is sampled from an RS485 testbed inside the temperature-controlled box, where data sampling is conducted every 3℃ from 0℃ to 54℃.