Graph-Based IoT Network Anomaly Detection

Dataset for Anomaly Detection in the context of IoT Device Network Communication.

The dataset is composed of graphs extracted from 3 different datasets:

IoT-23

IoT-ID20

IoT-Traces

Graphs are obtained with both the e-TDG and TDG representations, and for different snapshot duration 2m30s, 2m00s, 1m30s, 1m00s.

Refer to the Dataset.md file for additional information related to folder description and download link.

面向物联网（IoT）设备网络通信场景的异常检测数据集。本数据集由3个不同来源数据集提取得到的图数据构成，分别为IoT-23、IoT-ID20以及IoT-Traces。图数据采用e-TDG与TDG两种表示方式生成，且对应2分30秒、2分00秒、1分30秒、1分00秒四种不同的快照时长。更多关于文件夹说明与下载链接的相关信息，请参阅Dataset.md文件。