Paper Abstract and Keywords |
Presentation |
2007-07-20 13:00
A Design and Evaluation of Filtering Method of Image Spam in Bayesian Filter Masahiro Uemura, Toshihiro Tabata (Okayama Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In late years, with the spread of Internet, increase of an unwanted e-mail
becomes a problem. In 2006, there is a finding that spam-mail is occupied 91\% of the whole E-mail. A Bayesian filter filtering statistically with Bayes theory as an anti-unwanted e-mail measure is used widely. The filter has high precision of filtering and is able to match with the trend of an unwanted e-mail and personal preference as the characteristic. However, the image spam that does imaging of contents of an unwanted e-mail increases rapidly as the end run. Baysian filter is not able to do an appropriate learning and judgement for binary data such as images since Bayesian filter learns and judges for only text data. Therefore, in this paper, we pay attention to information, such as file size of an attached image and suggest a technique of filtering with adding these information to a corpus of existing Bayesian filter as an anti-image spam measure. In addition, we report the evaluation result. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Image Spam / Bayesian Filter / Token / Meta Data / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 107, pp. 103-110, July 2007. |
Paper # |
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Date of Issue |
2007-07-13 (ISEC) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Download PDF |
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Conference Information |
Committee |
ISEC SITE IPSJ-CSEC |
Conference Date |
2007-07-19 - 2007-07-20 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Future University-Hakodate |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
IPSJ-CSEC |
Conference Code |
2007-07-ISEC-SITE-IPSJ-CSEC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Design and Evaluation of Filtering Method of Image Spam in Bayesian Filter |
Sub Title (in English) |
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Image Spam |
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Bayesian Filter |
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Token |
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Meta Data |
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1st Author's Name |
Masahiro Uemura |
1st Author's Affiliation |
Okayama University (Okayama Univ.) |
2nd Author's Name |
Toshihiro Tabata |
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Okayama University (Okayama Univ.) |
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Speaker |
Author-1 |
Date Time |
2007-07-20 13:00:00 |
Presentation Time |
25 minutes |
Registration for |
IPSJ-CSEC |
Paper # |
ISEC2007-60 |
Volume (vol) |
vol.107 |
Number (no) |
no.141 |
Page |
pp.103-110 |
#Pages |
8 |
Date of Issue |
2007-07-13 (ISEC) |