UDP Flood Attack Pattern on Internet of Things Network Dataset

Investigating UDP Flood Attack Pattern on Internet of Things Network status: on review Abstract: UDP does not have mechanism for retransmission when a transmitting error happens, it makes this protocol to be used as a DDoS attack tool against Internet of Things (IoTs) networks. This research work attempts to analyze the UDP Flood attacks packets dataset captured from an Io|T testbed network by Wireshark. A feature extraction process on generated CSV file was performed and then the feature extraction result are examined to find patterns of UDP flood attack packet. Lastly, the patterns are visualized to provide easy pattern recognition.

面向物联网网络场景的UDP泛洪攻击模式研究：待评审
摘要：用户数据报协议（UDP）在传输出错时不具备重传机制，这一特性使得该协议常被用作针对物联网（Internet of Things, IoT）网络的分布式拒绝服务（DDoS）攻击工具。本研究旨在分析通过Wireshark捕获自物联网测试床网络的UDP泛洪攻击数据包数据集。研究人员首先对生成的逗号分隔值（CSV）文件执行特征提取流程，随后对特征提取结果进行分析核查，以挖掘UDP泛洪攻击数据包的攻击模式。最后，将挖掘得到的攻击模式进行可视化处理，以实现便捷直观的模式识别。