P2P Traffic Identification Research Based on the SVM

被引：0

作者：

Jiang, Du ^{[1
]}

Tao, Long ^{[1
]}

机构：

[1] Chongqing Univ Posts & Telecommun, Dept Commun & Informat Engn, Chongqing, Peoples R China

来源：

2013 22ND WIRELESS AND OPTICAL COMMUNICATIONS CONFERENCE (WOCC 2013) | 2013年

关键词：

P2P; traffic identification; Flow characteristics; SVM; CLASSIFICATION;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper first introduces the advantages and disadvantages of all kinds of P2P traffic identification method especially machine learning traffic identification method, and then puts forward a method of P2P traffic identification model based on SVM. We select three characteristics including the change of the mean square value of P2P traffic data packet size, the time of average flow duration and the ratio of the IP address number and port number to identify the network flow. The experimental results show that the method can effectively detect the P2P traffic of network flow.

引用

页码：683 / 686

页数：4

共 50 条

[1] Research of P2P Traffic Identification Based on Neural Network
Chen, Hongwei
Hu, Zhengbing
Ye, Zhiwei
Liu, Wei
[J]. 2009 INTERNATIONAL SYMPOSIUM ON COMPUTER NETWORK AND MULTIMEDIA TECHNOLOGY (CNMT 2009), VOLUMES 1 AND 2, 2009, : 778 - +
[2] A P2P Traffic Classification Method Based on SVM
Zhou Xusheng
[J]. ISCSCT 2008: INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND COMPUTATIONAL TECHNOLOGY, VOL 2, PROCEEDINGS, 2008, : 53 - 57
[3] The research of P2P traffic identification technology
Geng, Yu-shui
Han, Tao
Jiang, Xue-song
[J]. 2009 INTERNATIONAL CONFERENCE ON E-BUSINESS AND INFORMATION SYSTEM SECURITY, VOLS 1 AND 2, 2009, : 323 - +
[4] P2P Traffic Identification Method based on an Improvement Incremental SVM Learning Algorithm
Gong, Jing
Wang, Wenjun
Wang, Pan
Sun, Zhixin
[J]. 2014 INTERNATIONAL SYMPOSIUM ON WIRELESS PERSONAL MULTIMEDIA COMMUNICATIONS (WPMC), 2014, : 174 - 179
[5] Research of P2P traffic identification based on BP neural network
Shen Fuke
Change Pan
Ren Xiaoli
[J]. 2007 THIRD INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, VOL II, PROCEEDINGS, 2007, : 75 - +
[6] P2P Traffic Identification Based on Transfer Learning
Cai, Lin
Jing, Xiaojun
Sun, Songlin
Huang, Hai
Chen, Na
Lu, Yueming
[J]. 2013 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC), 2013, : 22 - 26
[7] P2P Traffic Identification Algorithm Based on Topology
Sun, Ruxia
Yin, Chunyong
[J]. EMERGING MATERIALS AND MECHANICS APPLICATIONS, 2012, 487 : 297 - +
[8] Research of traffic identification in P2P network with concept drift
[J]. Liu, S.-M. (aqlsm@163.com), 1600, Chinese Institute of Electronics (35):
[9] P2P Traffic Identification Method Based on Traffic Statistical Characteristics
Hu, Bing
Sun, Zhixin
[J]. INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2017, PT I, 2017, 10361 : 260 - 272
[10] Profiling and identification of P2P traffic
Hu, Yan
Chiu, Dah-Ming
Lui, John C. S.
[J]. COMPUTER NETWORKS, 2009, 53 (06) : 849 - 863

← 1 2 3 4 5 →