IEEE P2668-Compliant Multi-Layer IoT-DDoS Dataset (IEEE P2668-MLIDD)

The IEEE P2668-compliant multi-layer IoT-DDoS dataset (IEEE P2668-MLIDD) is composed of kinds of DDoS attacks generated from multiple leading protocols applied in IoT, which includes the TCP SYN flood, UDP flood, ICMP flood, MQTT Publish flood, HTTP flood, and CoAP flood. The generation testbed of IEEE P2668-MLIDD complies to the IEEE P2668-defined framework. The volume size of IEEE P2668-MLIDD is around 22GB, which includes over 58 million data samples. In addition, IEEE P2668-MLIDD includes 36 malicious IPs and 12 benign IPs. By applying IEEE P2668-MLIDD, researchers or engineers can study the patterns of different IoT-DDoS attack, along with the potential security challenges in IoT system. Moreover, IEEE P2668-MLIDD can also help to develop the machine learning or deep learning algorithms for detecting or defending IoT-DDoS attacks.