Paper Abstract and Keywords |
Presentation |
2022-06-09 13:00
Conditional entropy based DDoS Attack detection in Software Defined Network Tian QiWen, miyata sumiko (SIT) NLP2022-1 CCS2022-1 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In order to detect each network attack in an SDN environment, an attack detection method has been proposed based on the analysis of the features of the attack and the change of the entropy of each parameter. Entropy is a parameter used in information theory to express a certain degree of order. However, with the increasing complexity of networks and the diversity of attack types, existing researches use a single entropy, which does not discriminate correctly between attacks and normal traffic, and may lead to false positives. In this paper, we propose a DDoS attack detection method that takes into account the special attack methods in SDN environment and also considers the traffic patterns with similar characteristics. Furthermore, we show the effectiveness of the proposed method by numerical analysis. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Entropy / SDN / Attack detection / Abnormal traffic / DDoS / Flash crowds / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 66, CCS2022-1, pp. 1-6, June 2022. |
Paper # |
CCS2022-1 |
Date of Issue |
2022-06-02 (NLP, CCS) |
ISSN |
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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NLP2022-1 CCS2022-1 |
Conference Information |
Committee |
CCS NLP |
Conference Date |
2022-06-09 - 2022-06-10 |
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(See Japanese page) |
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Registration To |
CCS |
Conference Code |
2022-06-CCS-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Conditional entropy based DDoS Attack detection in Software Defined Network |
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Entropy |
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SDN |
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Attack detection |
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Abnormal traffic |
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DDoS |
Keyword(6) |
Flash crowds |
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1st Author's Name |
Tian QiWen |
1st Author's Affiliation |
Shibaura Institute of Technology (SIT) |
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miyata sumiko |
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Shibaura Institute of Technology (SIT) |
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Speaker |
Author-1 |
Date Time |
2022-06-09 13:00:00 |
Presentation Time |
25 minutes |
Registration for |
CCS |
Paper # |
NLP2022-1, CCS2022-1 |
Volume (vol) |
vol.122 |
Number (no) |
no.65(NLP), no.66(CCS) |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2022-06-02 (NLP, CCS) |
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