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| Presentation | 2007-12-14 13:05 Entropy-based Analysis of User IP Space Zhenxing Lu, Marat Zhanikeev, Yoshiaki Tanaka (Waseda Univ.)  IN2007-113 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Although the concept of entropy was originally a thermodynamic construct, it has been adapted in other fields of study, including information theory. The definition of information entropy is expressed in terms of a discrete set of probabilities which is also a measure of how much information can be obtained averagely. We have developed an entropy-based approach to analyze the difference among users in aggregated IP space with a set of activities used to detect anomalies such as worm attack and other malicious user activities. We offer simulation results which prove that our approach is effective and scales well. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | entropy / Kolmogorov / complexity / worm / IP space / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 107, no. 378, IN2007-113, pp. 85-90, Dec. 2007. | |
| Paper # | IN2007-113 | |
| Date of Issue | 2007-12-06 (IN) | |
| 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) | |
| Download PDF | IN2007-113 |
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| Conference Information | |
| Committee | IN |
| Conference Date | 2007-12-13 - 2007-12-14 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hiroshima City University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Internet Traffic, TCP/IP, Network Analysis/Evaluation, Netework Model, etc. |
| Paper Information | |
| Registration To | IN |
| Conference Code | 2007-12-IN |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Entropy-based Analysis of User IP Space |
| Sub Title (in English) | |
| Keyword(1) | entropy |
| Keyword(2) | Kolmogorov |
| Keyword(3) | complexity |
| Keyword(4) | worm |
| Keyword(5) | IP space |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Zhenxing Lu |
| 1st Author's Affiliation | Waseda University (Waseda Univ.) |
| 2nd Author's Name | Marat Zhanikeev |
| 2nd Author's Affiliation | Waseda University (Waseda Univ.) |
| 3rd Author's Name | Yoshiaki Tanaka |
| 3rd Author's Affiliation | Waseda University (Waseda Univ.) |
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| Speaker | Author-1 |
| Date Time | 2007-12-14 13:05:00 |
| Presentation Time | 25 minutes |
| Registration for | IN |
| Paper # | IN2007-113 |
| Volume (vol) | vol.107 |
| Number (no) | no.378 |
| Page | pp.85-90 |
| #Pages | 6 |
| Date of Issue | 2007-12-06 (IN) |
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