拜占庭攻击下基于以太坊的智慧工厂安全防御策略

针对拜占庭攻击下智慧工厂的防御问题,本文提出了一种基于以太坊的安全机制.首先,本文提出一种基于参考圆的层级信息流动机制.在该机制下,系统将节点分为普通节点与关键节点,占多数的普通节点通过对占少数的关键节点的作恶概率进行评估,降低恶意关键节点作恶的成功率.其次,本文提出信誉驱动的贝叶斯推理方法作为普通节点评估恶意关键节点行为的凭据,通过综合考虑节点的信誉与节点间的物理距离等因素,提高评估准确率.最后,本文使用协作机械臂作为仿真场景验证所提出方法的可用性与有效性....

Full description

Saved in:
Bibliographic Details
Published in控制理论与应用 Vol. 41; no. 8; pp. 1325 - 1334
Main Authors 杨宪棋, 高庆, 吕金虎, 张春阳, 王爽
Format Journal Article
LanguageChinese
Published 中关村实验室,北京 100080%东南大学计算机科学与工程学院,江苏南京 211189 01.08.2024
北京航空航天大学自动化科学与电气工程学院,北京 100083
Subjects
smart factories
智慧工厂
以太坊
Ethereum
industrial security
拜占庭攻击
贝叶斯推理
工业安全
Bayesian inference
Byzantine attack
Online AccessGet full text
ISSN1000-8152
DOI10.7641/CTA.2023.20673

Cover

Abstract 针对拜占庭攻击下智慧工厂的防御问题,本文提出了一种基于以太坊的安全机制.首先,本文提出一种基于参考圆的层级信息流动机制.在该机制下,系统将节点分为普通节点与关键节点,占多数的普通节点通过对占少数的关键节点的作恶概率进行评估,降低恶意关键节点作恶的成功率.其次,本文提出信誉驱动的贝叶斯推理方法作为普通节点评估恶意关键节点行为的凭据,通过综合考虑节点的信誉与节点间的物理距离等因素,提高评估准确率.最后,本文使用协作机械臂作为仿真场景验证所提出方法的可用性与有效性.
AbstractList 针对拜占庭攻击下智慧工厂的防御问题,本文提出了一种基于以太坊的安全机制.首先,本文提出一种基于参考圆的层级信息流动机制.在该机制下,系统将节点分为普通节点与关键节点,占多数的普通节点通过对占少数的关键节点的作恶概率进行评估,降低恶意关键节点作恶的成功率.其次,本文提出信誉驱动的贝叶斯推理方法作为普通节点评估恶意关键节点行为的凭据,通过综合考虑节点的信誉与节点间的物理距离等因素,提高评估准确率.最后,本文使用协作机械臂作为仿真场景验证所提出方法的可用性与有效性.
Abstract_FL This paper proposes an Ethereum-based security strategy to defend the Byzantine attack in the smart factories.Firstly,a reference circle-based hierarchical information flow mechanism is proposed,where the nodes in the smart factory are divided into the many common nodes and the few key nodes.The common nodes evaluate the possibility of the key nodes to behave maliciously,by which attacks from the key nodes are more likely to be unsuccessful.Secondly,a reputation-driven Bayesian inference method where the reputation of nodes,the physical distance between nodes are considered to improve the efficiency of evaluation of malicious behaviors.Finally,a series of simulation experiments are carried out using robotic arms and the simulation results are presented to verify the availability and effectiveness of the proposed method.
Author 张春阳
王爽
高庆
杨宪棋
吕金虎
AuthorAffiliation 北京航空航天大学自动化科学与电气工程学院,北京 100083;中关村实验室,北京 100080%东南大学计算机科学与工程学院,江苏南京 211189
AuthorAffiliation_xml – name: 北京航空航天大学自动化科学与电气工程学院,北京 100083;中关村实验室,北京 100080%东南大学计算机科学与工程学院,江苏南京 211189
Author_FL WANG Shuang
Lü Jin-hu
ZHANG Chun-yang
GAO Qing
YANG Xian-qi
Author_FL_xml – sequence: 1
  fullname: YANG Xian-qi
– sequence: 2
  fullname: GAO Qing
– sequence: 3
  fullname: Lü Jin-hu
– sequence: 4
  fullname: ZHANG Chun-yang
– sequence: 5
  fullname: WANG Shuang
Author_xml – sequence: 1
  fullname: 杨宪棋
– sequence: 2
  fullname: 高庆
– sequence: 3
  fullname: 吕金虎
– sequence: 4
  fullname: 张春阳
– sequence: 5
  fullname: 王爽
BookMark eNotj8tKw0AYhWdRwVq79RncpP7_TJJJlzV4g4Kbui6Ty4gaUjCIxKVYREu7UlFRVDAoQl24URLwaTIJvoUBXZxzdt_HmSO1cBD6hCwgtLip45Ld67QoUFaVyVmN1BEANAsNOkuaUbTjACAC5QbWyXIxulPjR5VOi4tMnWb510g9pHk6ybNEPb-p-_Py9qS4SYvhi_pM1ORYvZ-p4evP9Yf6fiqnV-VlMk9mpAgiv_m_DbK1utKz17Xu5tqG3elqEQJjGlJqoGSurnP0EVxPCEeCQylIpIZHJUNXCsQqvutQcAF1jyMXlu-a7bbHGmTxj3soQinC7f7u4GA_rIz9vaMgiOO4-qyDBZXsF0WrZRI
ContentType Journal Article
Copyright Copyright © Wanfang Data Co. Ltd. All Rights Reserved.
Copyright_xml – notice: Copyright © Wanfang Data Co. Ltd. All Rights Reserved.
DBID 2B.
4A8
92I
93N
PSX
TCJ
DOI 10.7641/CTA.2023.20673
DatabaseName Wanfang Data Journals - Hong Kong
WANFANG Data Centre
Wanfang Data Journals
万方数据期刊 - 香港版
China Online Journals (COJ)
China Online Journals (COJ)
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
DocumentTitle_FL An Ethereum-based security defense strategy against the Byzantine attack in smart factories
EndPage 1334
ExternalDocumentID kzllyyy202408003
GroupedDBID -01
-0Y
2B.
4A8
5XA
5XJ
92H
92I
93N
ABJNI
ACGFS
ALMA_UNASSIGNED_HOLDINGS
CCEZO
CCVFK
CUBFJ
CW9
PSX
TCJ
TGT
U1G
U5S
UY8
ID FETCH-LOGICAL-s1033-12251f3c4471e10cdaabf0b220f125d2f31cfa11fa1ecb20c014d717a8ec699d3
ISSN 1000-8152
IngestDate Thu May 29 04:08:30 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 8
Keywords smart factories
智慧工厂
以太坊
Ethereum
industrial security
拜占庭攻击
贝叶斯推理
工业安全
Bayesian inference
Byzantine attack
Language Chinese
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-s1033-12251f3c4471e10cdaabf0b220f125d2f31cfa11fa1ecb20c014d717a8ec699d3
PageCount 10
ParticipantIDs wanfang_journals_kzllyyy202408003
PublicationCentury 2000
PublicationDate 2024-08-01
PublicationDateYYYYMMDD 2024-08-01
PublicationDate_xml – month: 08
  year: 2024
  text: 2024-08-01
  day: 01
PublicationDecade 2020
PublicationTitle 控制理论与应用
PublicationTitle_FL Control Theory & Applications
PublicationYear 2024
Publisher 中关村实验室,北京 100080%东南大学计算机科学与工程学院,江苏南京 211189
北京航空航天大学自动化科学与电气工程学院,北京 100083
Publisher_xml – name: 中关村实验室,北京 100080%东南大学计算机科学与工程学院,江苏南京 211189
– name: 北京航空航天大学自动化科学与电气工程学院,北京 100083
SSID ssib001102751
ssib002258297
ssib023646306
ssib057620041
ssib051372463
ssj0042201
ssib023167526
Score 2.4297676
Snippet ...
SourceID wanfang
SourceType Aggregation Database
StartPage 1325
Title 拜占庭攻击下基于以太坊的智慧工厂安全防御策略
URI https://d.wanfangdata.com.cn/periodical/kzllyyy202408003
Volume 41
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3Na9RAFA9le9GD-En9pIJzkq2ZmXzMHCe7KUWsF1vorSTZRMGygm0P7VEsosWeVFQUFSyKUA9elC341zRb_C9872V2Ny0e1MMub2d-8-Y372Uzb5L5cJwrbqJ9mRSqmXpB0PRknjVVrmTTdQshEh6qooNvdGdvBjPz3vUFf2GsMVGbtbS6kk5l639cV_I_XoU08Cuukv0Hzw6VQgLI4F_4Bg_D91_5mMUBUxHTLRb7TLWZcVGIDDNtzNIeiyLKCkmAnwrxkKKnEYYphqmYhIgZH7OMx4whTJspEEKmAeORQk2loFKAhVRXaEuBEiWoOAiaUkBWLNZMKxZRVhQzw1Eh0NMBaQaMX4-PSXlslSsoWMFcpkBQqNzSVkSbGgvNRAzQHk7LJbJtqp8YGWJtJLR-BNHMREiu0qKCUY6PNQI3gIDpNMeqoe0qrkOiFtk7QBXGHzRU1h-jCG84ia-68C11dA8ZKJKWKdZBTHVMxIBPa8Ddg78B4VtMh9ZnpnWVUxzOhG-VDq8CHQ7cWAlgh4HxrPljwgRYJCIPm3DAoALXDVx5OERjVteOxWg0iRFELmARx2sqJoyarjEZ0BXQ3VXHONk-EDcbUNw_0ElWu5PZm4Gq9XhcVgvXbfTEZfVs-nDPHAYe9sytOTMF1pdTeGqAHMUgw5mhd9eXltbW1gRtvUfb-I4LGAC6DWfctGdv3BqF-hxfuNdCT-HjKvHBb4E7PPijoQWekxDI0YwCn8tQ1E6CgGE33lmG08M8Iejo9KExqg1fsRnXDjaCVvt1i6R7uxaYzh13jtkR5aSpbg8nnLH1Oyedo7V9Rk85UX_zTfn0fdnb6T_bLR_t7v3YLN_19npbe7vb5ccv5dsn-68f9l_1-hufyu_b5daD8uvjcuPzr5ffyp8f9nde7D_fPu3MT8dzrZmmPTyluczxfEYOBuGFzDyIPnPuZp0kSQs3hWYVMKbpiELyrEg4h0-epcLNXO51Qh4mKs8CrTvyjNPo3uvmE85kkgS-7KSBz5XrpWGusk6gPKmCIhMwupRnncvWAov25ri8eNiP5_4Cc945MvpnXnAaK_dX84sQ8q-kl6z3fwNM57v8
linkProvider EBSCOhost
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=%E6%8B%9C%E5%8D%A0%E5%BA%AD%E6%94%BB%E5%87%BB%E4%B8%8B%E5%9F%BA%E4%BA%8E%E4%BB%A5%E5%A4%AA%E5%9D%8A%E7%9A%84%E6%99%BA%E6%85%A7%E5%B7%A5%E5%8E%82%E5%AE%89%E5%85%A8%E9%98%B2%E5%BE%A1%E7%AD%96%E7%95%A5&rft.jtitle=%E6%8E%A7%E5%88%B6%E7%90%86%E8%AE%BA%E4%B8%8E%E5%BA%94%E7%94%A8&rft.au=%E6%9D%A8%E5%AE%AA%E6%A3%8B&rft.au=%E9%AB%98%E5%BA%86&rft.au=%E5%90%95%E9%87%91%E8%99%8E&rft.au=%E5%BC%A0%E6%98%A5%E9%98%B3&rft.date=2024-08-01&rft.pub=%E4%B8%AD%E5%85%B3%E6%9D%91%E5%AE%9E%E9%AA%8C%E5%AE%A4%2C%E5%8C%97%E4%BA%AC+100080%25%E4%B8%9C%E5%8D%97%E5%A4%A7%E5%AD%A6%E8%AE%A1%E7%AE%97%E6%9C%BA%E7%A7%91%E5%AD%A6%E4%B8%8E%E5%B7%A5%E7%A8%8B%E5%AD%A6%E9%99%A2%2C%E6%B1%9F%E8%8B%8F%E5%8D%97%E4%BA%AC+211189&rft.issn=1000-8152&rft.volume=41&rft.issue=8&rft.spage=1325&rft.epage=1334&rft_id=info:doi/10.7641%2FCTA.2023.20673&rft.externalDocID=kzllyyy202408003
thumbnail_s http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fwww.wanfangdata.com.cn%2Fimages%2FPeriodicalImages%2Fkzllyyy%2Fkzllyyy.jpg