ITC-Net-Blend-60: A Comprehensive Dataset for Robust Network Traffic Classification in Diverse Environments - Scenario D

This dataset includes network traffic data from more than 50 Android applications across 5 different scenarios. The applications are consistent in all scenarios, but other factors like location, device, and user vary (see Table 1 of the DetailedDescription document in the Supplementary Materials repository).
The current repository pertains to Scenario D. Within the repository, for each application, there is a compressed file containing the relevant PCAP files. The PCAP files follow the naming convention: {Application Name}{Scenario ID}{#Trace}_Final.pcap.

搜集汇总

背景与挑战

背景概述

该数据集是ITC-Net-Blend-60项目的一部分，专门针对Scenario D场景，包含来自超过50个Android应用程序的网络流量数据，以PCAP文件格式存储，用于在多样环境中进行鲁棒的网络流量分类研究。数据集规模为9.74 GB，发布于2024年，采用CC BY 4.0许可证，由德黑兰大学团队贡献，适用于计算机网络领域的分析和模型训练。