curated_datasets_utmobilenet21.tgz

Curation of UTMobileNetTraffic2021 dataset created for the publicationReplication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation Internet Traffic Measurement (IMC) 2023 DOI: 10.1145/3618257.3624820For information on the original dataset, please refer to@ARTICLE{9490678, author={Heng, Yuqiang and Chandrasekhar, Vikram and Andrews, Jeffrey G.}, journal={IEEE Networking Letters}, title={UTMobileNetTraffic2021: A Labeled Public Network Traffic Dataset}, year={2021}, volume={3}, number={3}, pages={156-160}, doi={10.1109/LNET.2021.3098455}} https://ieeexplore.ieee.org/abstract/document/9490678 https://github.com/YuqiangHeng/UTMobileNetTraffic2021

本数据集为发表于2023年互联网流量测量大会（Internet Traffic Measurement, IMC）的论文《复现研究：基于Flowpic输入表征的流量分类中的对比学习与数据增强》所构建的UTMobileNetTraffic2021数据集的整理版本，DOI：10.1145/3618257.3624820。
如需获取原始数据集的相关信息，请参考以下文献及链接：
@ARTICLE{9490678,
author={Heng, Yuqiang and Chandrasekhar, Vikram and Andrews, Jeffrey G.},
journal={IEEE Networking Letters},
title={UTMobileNetTraffic2021：一份带标注的公开网络流量数据集},
year={2021},
volume={3},
number={3},
pages={156-160},
doi={10.1109/LNET.2021.3098455}}
https://ieeexplore.ieee.org/abstract/document/9490678
https://github.com/YuqiangHeng/UTMobileNetTraffic2021

搜集汇总

背景与挑战

背景概述

该数据集是UTMobileNetTraffic2021的整理版本，主要用于支持网络流量分类和对比学习的研究，与数据增强技术相关。详情中提供了原始数据集的来源和相关信息。