CSCNN: Cost-Sensitive Convolutional Neural Network for Encrypted Traffic Classification
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Computer Networks and Communications,General Neuroscience,Software
Link
https://link.springer.com/content/pdf/10.1007/s11063-021-10534-6.pdf
Reference49 articles.
1. Lotfollahi M, Siavoshani MJ, Zade RSH, Saberian M (2020) Deep packet: A novel approach for encrypted traffic classification using deep learning. Soft Comput 24(3):1999–2012
2. Wang P, Chen X, Ye F, Sun Z (2019) A survey of techniques for mobile service encrypted traffic classification using deep learning. IEEE Access 7:54024–54033
3. D’Angelo G, Palmieri F (2021) Network traffic classification using deep convolutional recurrent autoencoder neural networks for spatial–temporal features extraction. J Netw Comput Appl 173:102890
4. Aceto G, Ciuonzo D, Montieri A, Pescapé A (2021) DISTILLER: Encrypted traffic classification via multimodal multitask deep learning. J Netw Comput Appl:102985
5. Dias KL, Pongelupe MA, Caminhas WM, de Errico L (2019) An innovative approach for real-time network traffic classification. Comput Netw 158:143–157
Cited by 25 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Multi-view multi-label network traffic classification based on MLP-Mixer neural network;Computer Networks;2024-11
2. A balanced supervised contrastive learning-based method for encrypted network traffic classification;Computers & Security;2024-10
3. A novel and effective encrypted traffic classification method based on channel attention and deformable convolution;Computers and Electrical Engineering;2024-08
4. An empirical study on the class imbalance handling techniques for different diseases;Soft Computing;2024-07-23
5. Reinterpreting Usability of Semantic Segmentation Approach for Darknet Traffic Analysis;Computer Networks;2024-07
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3