中国科学院理论物理研究所机构知识库
Advanced  
ITP OpenIR  > 理论物理所2016年知识产出  > 期刊论文
题名: Identifying optimal targets of network attack by belief propagation
作者: Mugisha, S ;  Zhou, HJ
刊名: PHYSICAL REVIEW E
出版日期: 2016
卷号: 94, 期号:1, 页码:12305
学科分类: Physics
DOI: http://dx.doi.org/10.1103/PhysRevE.94.012305
通讯作者: Zhou, HJ (reprint author), Chinese Acad Sci, Inst Theoret Phys, Key Lab Theoret Phys, Zhong Guan Cun East Rd 55, Beijing 100190, Peoples R China.
文章类型: Article
英文摘要: For a network formed by nodes and undirected links between pairs of nodes, the network optimal attack problem aims at deleting a minimum number of target nodes to break the network down into many small components. This problem is intrinsically related to the feedback vertex set problem that was successfully tackled by spin-glass theory and an associated belief propagation-guided decimation (BPD) algorithm [Zhou, Eur. Phys. J. B 86, 455 (2013)]. In the present work we apply the BPD algorithm (which has approximately linear time complexity) to the network optimal attack problem and demonstrate that it has much better performance than a recently proposed collective information algorithm [Morone and Makse, Nature 524, 65 (2015)] for different types of random networks and real-world network instances. The BPD-guided attack scheme often induces an abrupt collapse of the whole network, which may make it very difficult to defend.
类目[WOS]: Physics, Fluids & Plasmas ;  Physics, Mathematical
关键词[WOS]: RANDOM REGULAR GRAPHS ;  SCALE-FREE NETWORKS ;  VERTEX SET PROBLEM ;  COMPLEX NETWORKS ;  EXPLOSIVE PERCOLATION
收录类别: SCI
项目资助者: National Basic Research Program of China [2013CB932804] ;  National Natural Science Foundation of China [11121403, 11225526] ;  Knowledge Innovation Program of Chinese Academy of Sciences [KJCX2-EW-J02] ;  CAS-TWAS president fellowship
语种: 英语
Citation statistics: 
内容类型: 期刊论文
URI标识: http://ir.itp.ac.cn/handle/311006/21594
Appears in Collections:理论物理所2016年知识产出_期刊论文

Files in This Item: Download All
File Name/ File Size Content Type Version Access License
Identifying optimal targets of network attack by belief propagation - Mugisha, Zhou - 2016.pdf(457KB)----开放获取View Download

Recommended Citation:
Mugisha, S,Zhou, HJ. Identifying optimal targets of network attack by belief propagation[J]. PHYSICAL REVIEW E,2016,94(1):12305.
Service
 Recommend this item
 Sava as my favorate item
 Show this item's statistics
 Export Endnote File
Google Scholar
 Similar articles in Google Scholar
 [Mugisha, S]'s Articles
 [Zhou, HJ]'s Articles
CSDL cross search
 Similar articles in CSDL Cross Search
 [Mugisha, S]‘s Articles
 [Zhou, HJ]‘s Articles
Related Copyright Policies
Null
Social Bookmarking
  Add to CiteULike  Add to Connotea  Add to Del.icio.us  Add to Digg  Add to Reddit 
文件名: Identifying optimal targets of network attack by belief propagation - Mugisha, Zhou - 2016.pdf
格式: Adobe PDF
此文件暂不支持浏览
所有评论 (0)
暂无评论
 
评注功能仅针对注册用户开放,请您登录
您对该条目有什么异议,请填写以下表单,管理员会尽快联系您。
内 容:
Email:  *
单位:
验证码:   刷新
您在IR的使用过程中有什么好的想法或者建议可以反馈给我们。
标 题:
 *
内 容:
Email:  *
验证码:   刷新

Items in IR are protected by copyright, with all rights reserved, unless otherwise indicated.

 

 

Valid XHTML 1.0!
Copyright © 2007-2017  中国科学院理论物理研究所 - Feedback
Powered by CSpace