Presentation 2007-07-20
Qualitative Characteristics of spam-mails Accoring to the Change of Their Keywords
Yosuke ARAGANE, Kazutoshi SANO, Osamu SHIONOIRI, Atsushi KANAI,
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Abstract(in English) According to spread of the internet, e-mail becomes useful and essential communication tool. However, respond to the popularization of e-mail, the spam mail which send non-solicited pornography and marketing e-mail is a social problem. Against the spam mail, there are many anti-spam technology and anti-spam act. Especially, spam filtering is an essential function in e-mail server. In this paper we analyze spam mail keywords of 18,931 spam mails received between 1999 and 2006. As a result, we could categorize the spam mails to decreasing type, revival type, hill type, and increase type. We find out some trends of leading spam mail is increasing, keywords change to other same meaning word according to public trend, and privacy sensitive keywords are increasing.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) spam mail / e-mail / keywords / change trends
Paper # ISEC2007-61
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Conference Information
Committee ISEC
Conference Date 2007/7/13(1days)
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Paper Information
Registration To Information Security (ISEC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Qualitative Characteristics of spam-mails Accoring to the Change of Their Keywords
Sub Title (in English)
Keyword(1) spam mail
Keyword(2) e-mail
Keyword(3) keywords
Keyword(4) change trends
1st Author's Name Yosuke ARAGANE
1st Author's Affiliation NTT Information Sharing Platform Laboratories, NTT Coporation()
2nd Author's Name Kazutoshi SANO
2nd Author's Affiliation NTT Information Sharing Platform Laboratories, NTT Coporation
3rd Author's Name Osamu SHIONOIRI
3rd Author's Affiliation NTT Information Sharing Platform Laboratories, NTT Coporation
4th Author's Name Atsushi KANAI
4th Author's Affiliation NTT Information Sharing Platform Laboratories, NTT Coporation
Date 2007-07-20
Paper # ISEC2007-61
Volume (vol) vol.107
Number (no) 141
Page pp.pp.-
#Pages 6
Date of Issue