| Paper Abstract and Keywords |
| Presentation |
2016-04-21 09:45
On the Robustness of Networks with Skewed Degree Distributions under Strategic Node Protection Yui Kazawa, Sho Tsugawa (Univ. of Tsukuba) CQ2016-2 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Previous studies on the robustness of networks against intentional attacks have suggested that protecting
a small fraction of important nodes in a network significantly improves its robustness. In this paper, we analyze
the robustness of networks under several strategic node protection schemes. Strategic node protection schemes
select a small fraction of nodes as important nodes, using a network measure such as node centrality, and protect
the important nodes to prevent them from being removed by intentional attacks. Through extensive simulations, we
show that (1) strategic node protection significantly improves the robustness of networks with skewed degree distributions,
(2) the efficiency of strategic node protection schemes is affected by the strength of community structure
of the network being protected, and (3) strategic node protection based on betweenness centrality can effectively
improve the robustness of networks regardless of the strength of community structure. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Robustness / Node protection / Network attack / Community structure / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 116, no. 10, CQ2016-2, pp. 7-12, April 2016. |
| Paper # |
CQ2016-2 |
| Date of Issue |
2016-04-14 (CQ) |
| 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 |
CQ2016-2 |
| Conference Information |
| Committee |
CS CQ NV |
| Conference Date |
2016-04-21 - 2016-04-22 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
SDN (Software-Defined Networking), NFV(Network Functions. Virtualization), Network Virtualization, Cloud, Service Quality, Contents Delivery, etc |
| Paper Information |
| Registration To |
CQ |
| Conference Code |
2016-04-CS-CQ-NV |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
On the Robustness of Networks with Skewed Degree Distributions under Strategic Node Protection |
| Sub Title (in English) |
|
| Keyword(1) |
Robustness |
| Keyword(2) |
Node protection |
| Keyword(3) |
Network attack |
| Keyword(4) |
Community structure |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Yui Kazawa |
| 1st Author's Affiliation |
University of Tsukuba (Univ. of Tsukuba) |
| 2nd Author's Name |
Sho Tsugawa |
| 2nd Author's Affiliation |
University of Tsukuba (Univ. of Tsukuba) |
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| Speaker |
Author-1 |
| Date Time |
2016-04-21 09:45:00 |
| Presentation Time |
25 minutes |
| Registration for |
CQ |
| Paper # |
CQ2016-2 |
| Volume (vol) |
vol.116 |
| Number (no) |
no.10 |
| Page |
pp.7-12 |
| #Pages |
6 |
| Date of Issue |
2016-04-14 (CQ) |