Presentation 2014-11-28
Searching malicious URL from vast webspace
Bo SUN, Mitsuaki AKIYAMA, Takeshi YAGI, Tatsuya MORI,
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Abstract(in English) Many Web-based attacks such as Drive-by-download and phishing scam are easily triggered by accessing landing page URL. Most Web users usually click the URL without being aware of its underlying dangerousness. so they received Material or financial damage due to Web-based attacks. URL Blacklist is one of effective approach for preventing Web-based attacks from occurring.However,Blacklist's update cannot catch up with the appearance of new malicious URL. Under this situation, the main objective of this research is to extend URL Blacklist with variety of new malicious URL as quickly as possible. We propose Magnet system that can gather new URL that is similar to few existing malicious ones considered as query based on static feature. In this paper, we describe the detail of Magnet system and experiment conclusion.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Drive-by-download / phishing scam / malicious URL / URL Blacklist / Bayesian Sets / Web crawler
Paper # ICSS2014-61
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Conference Information
Committee ICSS
Conference Date 2014/11/20(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) Searching malicious URL from vast webspace
Sub Title (in English)
Keyword(1) Drive-by-download
Keyword(2) phishing scam
Keyword(3) malicious URL
Keyword(4) URL Blacklist
Keyword(5) Bayesian Sets
Keyword(6) Web crawler
1st Author's Name Bo SUN
1st Author's Affiliation Waseda University()
2nd Author's Name Mitsuaki AKIYAMA
2nd Author's Affiliation NTT Secure Platform Laboratories
3rd Author's Name Takeshi YAGI
3rd Author's Affiliation NTT Secure Platform Laboratories
4th Author's Name Tatsuya MORI
4th Author's Affiliation Waseda University
Date 2014-11-28
Paper # ICSS2014-61
Volume (vol) vol.114
Number (no) 340
Page pp.pp.-
#Pages 6
Date of Issue