Serial Number: 118
Year: 2025
Kind of Traffic: Simulated
Publicly Available: Yes
Count of Records: 532MB
Features Count: 101
No. of citations: 0
Attack Type: Spoofing, Botnet DDoS, Flood, Scanning
Download Links: https://zenodo.org/records/10964648
Abstract: The Farm-Flow dataset is a publicly available intrusion detection dataset for smart agriculture (AG-IoT) networks. It includes traffic from various IoT devices and captures eight types of cyberattacks, such as ARP Spoofing, DDoS, and MQTT Flood, alongside normal traffic. With 1,309,887 instances and labeled for both binary and multiclass classification, the dataset provides structured network flow data in CSV format.