Presentation 2013-11-12
Evaluations of Multi-Stage Traffic Analysis against Attacks on Websites
Takeshi YAGI, Takeo HARIU, Hiroki TAKAKURA,
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Abstract(in English) This paper proposes a method for increasing the amount of information about malware attack features in order to improve the attack detection rate. This method divides the destination URI of attacks collected by a decoy honeypot system into two portions, the one indicates the address parameter and the other indicates the parameter input value, and uses each portion in turn to monitor website accesses for a match. If a match is discovered, the method judges that access to be an attack and extracts its feature information, which increases the amount of attack feature information. A cross-validation check using multiple honeypots and a field test conducted with actual university traffic showed that this method can increase the amount of attack feature information by several times and improve the attack detection rate.
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Keyword(in English) website / attack / malware / multi-stage analysis
Paper # ICSS2013-57
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Conference Information
Committee ICSS
Conference Date 2013/11/5(1days)
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Paper Information
Registration To Information and Communication System Security (ICSS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Evaluations of Multi-Stage Traffic Analysis against Attacks on Websites
Sub Title (in English)
Keyword(1) website
Keyword(2) attack
Keyword(3) malware
Keyword(4) multi-stage analysis
1st Author's Name Takeshi YAGI
1st Author's Affiliation NTT Secure Platform Laboratories, NTT Corporation()
2nd Author's Name Takeo HARIU
2nd Author's Affiliation NTT Secure Platform Laboratories, NTT Corporation
3rd Author's Name Hiroki TAKAKURA
3rd Author's Affiliation Graduate School of Information Science, Nagoya University
Date 2013-11-12
Paper # ICSS2013-57
Volume (vol) vol.113
Number (no) 288
Page pp.pp.-
#Pages 6
Date of Issue