Paper Abstract and Keywords |
Presentation |
2008-07-25 09:55
Detecting of Unknown Computer Virus Variants Based on Computer Behavior Haruka Mimori, Koki Abe (UEC) ISEC2008-35 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We observed the behavior of computer viruses by monitoring the behavior of computers infected by the mass-mailing viruses. We employed machine learning methods to learn the behaviors of known virus variants to identify unknown variants. The learning results using eight kinds of viruses each with three variants revealed that the methods can correctly identify unknown virus variants with an accuracy of more than 80%. It was also found that the accuracy of identification differs among different kinds of viruses, but the accuracy of identifying virus variants discovered close in time tends to be high. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
unknown viruses / variants / data mining / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 108, no. 162, ISEC2008-35, pp. 1-8, July 2008. |
Paper # |
ISEC2008-35 |
Date of Issue |
2008-07-18 (ISEC) |
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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ISEC2008-35 |
Conference Information |
Committee |
ISEC SITE IPSJ-CSEC |
Conference Date |
2008-07-24 - 2008-07-25 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Fukuoka Institute of System LSI Design Industry |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
ISEC |
Conference Code |
2008-07-ISEC-SITE-CSEC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Detecting of Unknown Computer Virus Variants Based on Computer Behavior |
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unknown viruses |
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variants |
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data mining |
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1st Author's Name |
Haruka Mimori |
1st Author's Affiliation |
The University of Electro-Communications (UEC) |
2nd Author's Name |
Koki Abe |
2nd Author's Affiliation |
The University of Electro-Communications (UEC) |
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Speaker |
Author-1 |
Date Time |
2008-07-25 09:55:00 |
Presentation Time |
25 minutes |
Registration for |
ISEC |
Paper # |
ISEC2008-35 |
Volume (vol) |
vol.108 |
Number (no) |
no.162 |
Page |
pp.1-8 |
#Pages |
8 |
Date of Issue |
2008-07-18 (ISEC) |