1011 時系列分析による連鎖感染の可視化と検体種別の推測
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1 CCC DATAset 2008 Visualization of Chain Infection and Guess of Sample Classification by Time Series Analysis Takahiro Matsuki Little earth Corporation(LAC) Co., Ltd. Shiodome City Center 11F, 1-5-2, Higashi Shinbashi, Minato-ku, Tokyo, , Japan Abstract The infection of chain-driven malware is increasing through the downloader, presently. In this paper, we ve analysed traffic data and sources of attack in a way of time series and visualization. In addition, we ve identified the perspective of the infection of chaindriven malware. Keywords MalwareBotTime Series AnalysisVisualization 1 Web
2 [5] 2 CCC 2007 PE BOBAX.AK [1], PE VIRUT.D [2] [3] [4] CCC DATAset 2008CCC2008 ( ) CCC2008 IP TCP UDP IP 2 honeypot1honeypot : IP honeypot1 4/ / honeypot2 4/ / IP IP IP 3. 4.
3 C&C : BOT PE honeypot1 1 2 honeypot : IP honeypot1 4/ / honeypot2 4/ / : honeypot1 (4 28 ) 1 PE 2 80
4 4.2 連鎖感染マップ 次に連鎖感染ツリーを重ね合わせたグラフを 連鎖感染マップとし マルウェア同士の関連性 を調査した honeypot1 における連鎖感染マップを図 5 図 6 に示す 同様に honeypot2 について図 7 図 8 に示す 連鎖感染マップから 以下のことが 言える 既知の検体と関連性が全くない未知検体 の連鎖がある 図 5 および図 8 の左上 図 2: honeypot1 の連鎖感染ツリー (4 月 29 日) マップの内部にある未知検体は多数の既 知検体と関連している BOT はマップの全域に点在している 全体の半数以上はポート 80 で連鎖して いる 図 3: honeypot2 の連鎖感染ツリー (4 月 28 日) 図 5: honeypot1 の連鎖感染マップ (4 月 28 日) 図 6: honeypot1 の連鎖感染マップ (4 月 29 日) 図 4: honeypot2 の連鎖感染ツリー (4 月 29 日) 図 7: honeypot2 の連鎖感染マップ (4 月 28 日)
5 8: honeypot2 (4 29 ) : d7b9b9b10d9f7d2c961365b72e189eb95a9f03f8 4 PE 5037c080b4343d2d2e37c42d489ffae3866df1dc 2b4a6bf8b9ef1c8394f7d28b29c5bbd3000ab BOT BOT 16d7e55cd173f6196cd06bebcc2bd9cb48d6856f 52bab16ea6de92636f6ca17a5414edd1b6058e BOT VirusTotal[6] Hash Search 5 TROJ d7b9b9b10d9f7d2c961365b72e189eb95a9f03f8 HOSTS 1 5: 16d7e55cd173f6196cd06bebcc2bd9cb48d6856f TROJ STARTPA.OO 2b4a6bf8b9ef1c8394f7d28b29c5bbd3000ab799 TROJ STARTPA.PB 4c5d88c8a6d5547da0f08f ff9ddbc49e1 TROJ BUZUS.ER 5037c080b4343d2d2e37c42d489ffae3866df1dc BKDR IRCBOT.AXA 5212ae4a28315df0a325f791c38a0d1d587dc5e2 TROJ DROPPER.BNL 52bab16ea6de92636f6ca17a5414edd1b6058e92 TROJ BUZUS.ES 74d2ce9d8fa7bdf3ea7c2faef9f0fc5738f774ab TROJ BUZUS.ES 7fddf4269da2975d05d457b93d8d e0 TROJ VUNDO.BJN 894c525c471c94dc7f08c2b3e636e5203af46bea TROJ DROPPER.BNL bca08616f2966b29b135b721e34e56df5f1a1ba7 TROJ VUNDO.BUA d7b9b9b10d9f7d2c961365b72e189eb95a9f03f8 TROJ QHOST.LD
6 5037c080b4343d2d2e37c42d489ffae3866df1dc BKDR IRCBOT.AXA BOT 5 1 PE BOBAX.AK PE VIRUT.D PE HOSTS DROPPER 1 Telecom- ISAC Japan Telecom- ISAC Japan [1] PE BOBAX.AK - encyclo/default5.asp?vname=pe BOBAX.AK [2] PE VIRUT.D - encyclo/default5.asp?vname=pe VIRUT.D [3] F-Secure : Virus:W32/Virut [4] CCC) monthly.html [5], sequential/seq rep.pdf [6] VirusTotal
CCC DATAset 2009 によるマルウェア配布元の可視化
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