Paper Abstract and Keywords |
Presentation |
2009-05-15 15:35
Anti-spam E-mail Method based on Characteristic Token Ratio Accounting for All Tokens Masahiro Uemura, Toshihiro Tabata (Okayama Univ.) ICSS2009-6 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Using Bayesian filter is a popular approach to distinguish between spam and legitimate e-mails.
This filter proffers automatic classification, precision improvement and flexibility.
However existing Bayesian filter has a problem not to consider the difference of the property of tokens included in an e-mail.
We should consider the difference.
Therefore, in this study, we propose an anti-spam method that considered the difference of the property of these tokens.
Our proposed method focuses attention on spam probability of the token and judges an e-mail based on characteristic token ratio accounting for all tokens.
We show the effectiveness of our proposed method by an experiment. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Anti-spam E-mail method / spam E-mail detection method / token / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 109, no. 33, ICSS2009-6, pp. 27-32, May 2009. |
Paper # |
ICSS2009-6 |
Date of Issue |
2009-05-08 (ICSS) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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ICSS2009-6 |
Conference Information |
Committee |
ICSS |
Conference Date |
2009-05-15 - 2009-05-15 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kobe University |
Topics (in Japanese) |
(See Japanese page) |
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General |
Paper Information |
Registration To |
ICSS |
Conference Code |
2009-05-ICSS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Anti-spam E-mail Method based on Characteristic Token Ratio Accounting for All Tokens |
Sub Title (in English) |
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Anti-spam E-mail method |
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spam E-mail detection method |
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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-2 |
Date Time |
2009-05-15 15:35:00 |
Presentation Time |
25 minutes |
Registration for |
ICSS |
Paper # |
ICSS2009-6 |
Volume (vol) |
vol.109 |
Number (no) |
no.33 |
Page |
pp.27-32 |
#Pages |
6 |
Date of Issue |
2009-05-08 (ICSS) |
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