(山東大學計算機科學與技術學院,濟南,中國,250101)
摘 要:對兩端都是Skype客戶端模型下的不同應用流量分類和識別進行了研究。通過對Skype流量的行為特征和統計特征的分析,提出了一種有效的分類方法,可以很好的將Skype的各種應用進行分類識別。實驗表明,該方法取得了令人滿意的識別率和召回率。
關鍵詞:Skype流量分類;代理服務;行為特征
Classification of Skype applications based on the UDP traffic
LUAN Yan, JIANG Zhi-fang, SONG Lei
(School of Computer Science and Technology,Shandong University,Jinan,China 250101)
Abstract: This article is more focused on the classification of Skype applications. Through analyzing the behavior characteristics and statistical features of Skype traffic, an effective classification method for various applications of Skype is proposed。Experimental results show that this method is good at recognition rate and recall rate.
keyword:Classification of Skype application,Network agent,Behavioral characteristics
參考文獻:
Baset S A,Sehulzrinne H; An Analysis of the Skype Peer-to-Peer Internet Telephony Protocol; Barcelona, Proceedings of IEEE INFOCOM’06;2006.
Biondip,Desclaux F; Silver needle in the Skype; Amsterdam, BlackHat Europe’06;2006.
吳瓊,蔣建中,郭軍利;Skype 會話建立過程分析與會話檢測;計算機應用與軟件,Vol.27 No.11; Nov.2010
Bonfiglio D, Mellia M, Meo M, Rossi D, and Toranelli P; Revealing Skype traffic: When randomness plays with you; Kyoto, JAPAN, ACM SIGCOMM 2007 Conference; AUG 27-31, 2007
Freire EP, Ziviani A, and Salles RM; on Metrics to Distinguish Skype Flows from HTTP Traffic; Lonoma, GERMANY, IEEE Latin American Network Operations and Management Symposium; SEP, 2007
Rossi D, Mellia M, Meo M; Understanding Skype signaling; Computer Networks, Vol. 53 No2, p130-140; Feb,2009
Rossi D, Valenti S, Veglia P, Bonfiglio D, Mellia M, and Meo M; Pictures from the Skype; Performance Evaluation Review, Vol.36 No2; Sep 2008
De Cicco L, Mascolo S; A Mathematical Model of Skype VoIP Congestion Control Algorithm; IEEE TRANSACTIONS ON AUTOMATIC CONTROL, Vol.55 No.3; Mar 2010;
周井泉,姬德浪; Skype 發送模型及其應用;微型機與應用,Vol,29;2010
毛軍鵬,崔艷莉,馬祥杰,余彥峰;Skype網絡流量監測及特征發現;計算機工程,Vol.34 No18;Sep 2008
孫瑞錦,許博,周玉明;一種實時監測基于UDP的Skype語音流的算法;解放軍理工大學學報,Vol.9 No.5; Oct 2008
王蕊,張順頤;基于P2P的Skype與常規業務的流量分析和識別;通信技術,No.05 2007;2007
作者簡介:
欒焱,男,1981年4月生,現為山東大學計算機科學與技術學院數字媒體技術與藝術2010級研究生,研究主要方向為人機交互與虛擬現實。