Trust Management Scheme Based on D-S Evidence Theory for Wireless Sensor Networks
Trust management scheme has been regarded as a powerful tool to defend against the wide set of security attacks and identify malicious nodes. In this paper, we propose a trust management scheme based on revised Dempster-Shafer (D-S) evidence theory. D-S theory is preponderant in tackling both random...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2013-06-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2013/948641 |
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| _version_ | 1832553123909992448 |
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| author | Renjian Feng Shenyun Che Xiao Wang Ning Yu |
| author_facet | Renjian Feng Shenyun Che Xiao Wang Ning Yu |
| author_sort | Renjian Feng |
| collection | DOAJ |
| description | Trust management scheme has been regarded as a powerful tool to defend against the wide set of security attacks and identify malicious nodes. In this paper, we propose a trust management scheme based on revised Dempster-Shafer (D-S) evidence theory. D-S theory is preponderant in tackling both random and subjective uncertainty in the trust mechanism. A trust propagation mechanism including conditional trust transitivity and dynamic recommendation aggregation is developed for obtaining the recommended trust values from third part nodes. We adopt a flexible synthesis method that uses recommended trust only when no direct trust exists to keep a good trust-energy consumption balance. We also consider on-off attack and bad mouthing attack in our simulation. The simulation results and analysis show that the proposed method has excellent ability to deal with typical network attacks, better security, and longer network lifetime. |
| format | Article |
| id | doaj-art-5fd7e7fc0d5c4354bcf3a97f82b0a4c8 |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2013-06-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-5fd7e7fc0d5c4354bcf3a97f82b0a4c82025-02-03T05:55:22ZengWileyInternational Journal of Distributed Sensor Networks1550-14772013-06-01910.1155/2013/948641Trust Management Scheme Based on D-S Evidence Theory for Wireless Sensor NetworksRenjian Feng0Shenyun Che1Xiao Wang2Ning Yu3 School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China Science and Technology on Communication Information Security Control Laboratory, Jiaxing 314033, China School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, ChinaTrust management scheme has been regarded as a powerful tool to defend against the wide set of security attacks and identify malicious nodes. In this paper, we propose a trust management scheme based on revised Dempster-Shafer (D-S) evidence theory. D-S theory is preponderant in tackling both random and subjective uncertainty in the trust mechanism. A trust propagation mechanism including conditional trust transitivity and dynamic recommendation aggregation is developed for obtaining the recommended trust values from third part nodes. We adopt a flexible synthesis method that uses recommended trust only when no direct trust exists to keep a good trust-energy consumption balance. We also consider on-off attack and bad mouthing attack in our simulation. The simulation results and analysis show that the proposed method has excellent ability to deal with typical network attacks, better security, and longer network lifetime.https://doi.org/10.1155/2013/948641 |
| spellingShingle | Renjian Feng Shenyun Che Xiao Wang Ning Yu Trust Management Scheme Based on D-S Evidence Theory for Wireless Sensor Networks International Journal of Distributed Sensor Networks |
| title | Trust Management Scheme Based on D-S Evidence Theory for Wireless Sensor Networks |
| title_full | Trust Management Scheme Based on D-S Evidence Theory for Wireless Sensor Networks |
| title_fullStr | Trust Management Scheme Based on D-S Evidence Theory for Wireless Sensor Networks |
| title_full_unstemmed | Trust Management Scheme Based on D-S Evidence Theory for Wireless Sensor Networks |
| title_short | Trust Management Scheme Based on D-S Evidence Theory for Wireless Sensor Networks |
| title_sort | trust management scheme based on d s evidence theory for wireless sensor networks |
| url | https://doi.org/10.1155/2013/948641 |
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