913 Malicious Network Traffic PCAPs and Binary Visualisation Images Dataset

Datasets as described in the research paper "Intrusion Detection using Network Traffic Profiling and Machine Learning for IoT Applications".There are two main dataset provided here, firstly is the data relating to the initial training of the machine learning module for both normal and malicious traffic, these are in binary visulisation format, compresed into the document traffic-dataset.zip.The remainin data is provided by this repository in attackScenario.zip and attackSenarioImages.zip, thee are the images generated from each of the five attack scenario packet captures, as well as their associated PCAP files.

本数据集描述源自于研究论文《基于网络流量分析和机器学习在物联网应用中的入侵检测》。其中包含两个主要数据集，首先是与机器学习模块的初始训练相关的数据，包括正常和恶意流量数据，这些数据以二进制可视化格式呈现，并压缩在文档 traffic-dataset.zip 中。剩余数据由本仓库提供，包括 attackScenario.zip 和 attackSenarioImages.zip，其中包含来自五个攻击场景的包捕获生成的图像以及相关的 PCAP 文件。