Cao Z,Xiong G,Zhao Y,et al.A survey on encrypted traffic classification[C]//International Conference on Applications and Techniques in Information Security.Berlin:Springer,2014,490:73-81.Z. Cao, G. Xiong, Y. Zhao, Z. Li, and L. Guo. A survey on encrypted traffic classification. In ...
Guo. A Survey on Encrypted Traffic Classification. In Lynn Batten, Gang Li, Wenjia Niu, and Matthew Warren, editors, Applications and Techniques in Information Security, volume 490 of Communications in Computer and Information Science, pages 73-81. Springer Berlin Heidelberg, 2014.Z. Cao, G. ...
Traditional traffic classification methods that rely on valuable information from payloads gradually become ineffective. To this end, researchers have conducted a lot on encrypted traffic classification. In this paper, we present a comprehensive survey on recent achievements in traditional-machine-learning ...
加密流量分类-论文1:Deep Learning for Encrypted Traffic Classification_ An Overview 烟玉蓝田 16 人赞同了该文章 0、摘要 这是篇关于加密流量分类的综述,加密流量分类的入门之作,流量分类应用范围广泛,从isp的QoS提供和计费,到防火墙和入侵检测系统的安全应用。从最简单基于端口的、数据包检测到经典的机器学习方法...
说明书 生活娱乐 搜试试 续费VIP 立即续费VIP 会员中心 VIP福利社 VIP免费专区 VIP专属特权 客户端 登录 百度文库 其他 encrypted traffic classificationencrypted traffic classification 加密流量分类。©2022 Baidu |由 百度智能云 提供计算服务 | 使用百度前必读 | 文库协议 | 网站地图 | 百度营销 ...
最近做完网络入侵检测之后,准备深入看看流量分析的领域,两个领域都很相似,也十分相近,然后入门看的是王威的文章,也算是这个领域比较鼻祖的文章吧 文章联接: End-to-end encrypted traffic classification wi…
encrypted traffic classificationsemi-supervised learningNetwork traffic classification serves as a building block for important tasks such as security and quality of service management. The field has been studied for a long time, with many techniques such as classical machine learning and deep learning ...
SSL/TLS protocol is widely used for secure web applications (i.e., HTTPS). Classifying encrypted SSL/TLS based applications is an important but challenging task for network management. Traditional traffic classification methods are incapable of accomplishing this task. Several recently proposed approaches...
With the prosperous application of encryption technology in network traffic, monitoring and analyzing network traffic efficiently become more and more challenging. Existing traffic classification methods mostly rely on sufficient and balanced training data, which inevitably require overwhelming labeling effort. ...
A Survey on Encrypted Traffic Classification With the widespread use of encryption techniques in network applications, encrypted network traffic has recently become a great challenge for network manag... Z Cao,X Gang,Z Yong,... - 《Communications in Computer & Information Science》 被引量: 23...