ITU-ML5G-PS-006: Intrusion and Vulnerability Detection in Software-Defined Networks (SDN)

The dataset was sourced from the International Telecommunication Union (ITU) in collaboration withthe industry (ULAK) and consists of real network traffic from users, extracted from an SDN, combined with other known benchmark datasets. It contains around 2.3 mil-lion records each having 78 features, with data representing both benign traffic and 14 different types of network attacks, making it well-suited for the evaluation ofintrusion detection systems. This dataset was used to work on the “AI/ML in 5G” competition in the ”ITU-ML5G-PS-006: Intrusion and Vulnerability Detection in Software-Defined Networks (SDN)” challenge organised by the ITU and ULAK.