none FFRTD: Beat Fast-Flux by Response Time Differences

NCUIR > College of Electrical Engineering & Computer Science > Graduate Institute of Computer Science and Information Engineering > Electronic Thesis & Dissertation > Item 987654321/48466

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Title:	none FFRTD: Beat Fast-Flux by Response Time Differences
Authors:	林松輝;Song-Hui Lin
Contributors:	資訊工程研究所
Keywords:	;FFSN;RRDNS;CDN
Date:	2011-07-28
Issue Date:	2012-01-05 14:55:33 (UTC+8)
Abstract:	近年來，Fast-Flux Service Network (FFSN) 在網際網路上已經造成重大的威脅，它的成員主要來自大量遭惡意程式感染的電腦。攻擊者利用這類攻擊手法發起一系列的違法行為，舉凡分散式阻斷服務攻擊、發送垃圾郵件、架釣魚網站和散佈惡意程式等。由於 FFSN 本身具有高度的隱蔽性，我們難以將攻擊者繩之以法，也無法輕易摘除整個有害的網路服務。在本篇論文中，我們發現一種簡單且新穎的特徵─difference，它是用來衡量一個 fast-flux 網域名稱其對應所有主機之負載平衡的變化程度。我們也提出了一套偵測系統 FFRTD，它使用 difference 特徵搭配 DNS 的查詢結果，讓我們可以在兩小時以內將一個全新的網域名稱分類成「正常 (benign)」或「fast-flux」。而由我們的方法中，在做分類的同時，並不需要存取資料庫，只需要利用培訓資料 (training data) 過程中所產生的門檻值 (ff-score threshold)。本研究的實驗結果證明，我們所提出的偵測系統能夠準確地判斷出身陷 FFSNs 的網域名稱，並且我們也開拓一個新的觀察視野，對於了解一個 fast-flux 網域名稱將會很有幫助。 FFSNs have become severe threats on the Internet in recent years. They consist of a large amount of compromised hosts for malicious activities such as launching DDoS, delivering spam mails, hosting phishing sites and distributing malicious programs. As a result of the highest concealment of FFSNs, it is really difficult to find out attackers and foil down the entire illegal networks. In this paper, we discovered a novel and simple feature, difference, which measures the degree of the load balance of all IP addresses in a domain name. And we also present FFRTD that can make a brand-new domain name be classified into benign and fast-flux ones by the difference with DNS lookup results within two hours. With our method, there is no need to access database but use the ff-score threshold we generated in the training phase while classifying domain names. According to experimental results, our proposed detection system, FFRTD, is able to accurately detect FFSNs. Furthermore, we contribute a new vision to observe the behavior of a fast-flux domain name.
Appears in Collections:	[Graduate Institute of Computer Science and Information Engineering] Electronic Thesis & Dissertation

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