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<br>Internet Traffic Measurement (IMC) 2023<br>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}}<br>https://ieeexplore.ieee.org/abstract/document/9490678<br>https://github.com/YuqiangHeng/UTMobileNetTraffic2021

本数据集为发表于2023年互联网流量测量会议（Internet Traffic Measurement, IMC 2023）的论文《复现：基于Flowpic（流量图片）输入表示的对比学习与数据增强方法在流量分类中的应用》所构建的UTMobileNetTraffic2021数据集的整理版本，其DOI为10.1145/3618257.3624820。如需获取原始UTMobileNetTraffic2021数据集的相关信息，请参阅以下文献：
@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}}
相关链接：
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，用于流量分类研究，特别关注对比学习和数据增强技术。数据集与IMC 2023的一篇论文相关，原始数据信息可在IEEE文章和GitHub仓库中获取。