Multi Trust-based Secure Trust Model for WSNs
Trust “establishment (TE) among sensor nodes has become a vital requirement to improve security, reliability, and successful cooperation. Existing trust management approaches for large scale WSN are failed due to their low cooperation (i.e., dependability), higher communication and memory overheads...
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| Format: | Article |
| Language: | English |
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University of Tehran
2022-03-01
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| Series: | Journal of Information Technology Management |
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| Online Access: | https://jitm.ut.ac.ir/article_86657_2f91b6ad1e98600eae23ef561a3030cd.pdf |
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| author | Tayyab Khan Karan Singh Sakshi Gupta Manisha Manjul |
| author_facet | Tayyab Khan Karan Singh Sakshi Gupta Manisha Manjul |
| author_sort | Tayyab Khan |
| collection | DOAJ |
| description | Trust “establishment (TE) among sensor nodes has become a vital requirement to improve security, reliability, and successful cooperation. Existing trust management approaches for large scale WSN are failed due to their low cooperation (i.e., dependability), higher communication and memory overheads (i.e., resource inefficient). This paper provides a new and comprehensive hybrid trust estimation approach for large scale WSN employing clustering to improve cooperation, trustworthiness, and security by detecting selfish sensor nodes with reduced resource (memory, power) consumption. The proposed scheme consists of unique features like authentication based data trust, scheduler based node trust, and attack resistant by giving the high penalty and minimum reward during node misbehavior. A task scheduling mechanism is employed for scheduling the significant task to reduce computation overhead. The proposed trust model would be capable to provide security against blackhole attack, grey hole attack, and badmouthing attack. Moreover, the proposed trust model feasibility has been tested with MATLAB. Simulation results exhibit the great performance of our proposed approach in terms of trust evaluation cost, prevention, and detection of malicious nodes with the help of analyzing consistency in trust values and communication” overhead. |
| format | Article |
| id | doaj-art-326c415451de4fc3bc7c49fd5e35d547 |
| institution | OA Journals |
| issn | 2008-5893 2423-5059 |
| language | English |
| publishDate | 2022-03-01 |
| publisher | University of Tehran |
| record_format | Article |
| series | Journal of Information Technology Management |
| spelling | doaj-art-326c415451de4fc3bc7c49fd5e35d5472025-08-20T02:01:40ZengUniversity of TehranJournal of Information Technology Management2008-58932423-50592022-03-0114Security and Resource Management challenges for Internet of Things14715810.22059/jitm.2022.8665786657Multi Trust-based Secure Trust Model for WSNsTayyab Khan0Karan Singh1Sakshi Gupta2Manisha Manjul3School of Computer and Systems Sciences, JNU, New Delhi- 110067, India.Ph.D., SCSS, Jawaharlal Nehru University, New Delhi, India.School of Computer and Systems Sciences, JNU, New Delhi- 110067, India.Department of Computer Science and Engineering, G B PEC, New India.Trust “establishment (TE) among sensor nodes has become a vital requirement to improve security, reliability, and successful cooperation. Existing trust management approaches for large scale WSN are failed due to their low cooperation (i.e., dependability), higher communication and memory overheads (i.e., resource inefficient). This paper provides a new and comprehensive hybrid trust estimation approach for large scale WSN employing clustering to improve cooperation, trustworthiness, and security by detecting selfish sensor nodes with reduced resource (memory, power) consumption. The proposed scheme consists of unique features like authentication based data trust, scheduler based node trust, and attack resistant by giving the high penalty and minimum reward during node misbehavior. A task scheduling mechanism is employed for scheduling the significant task to reduce computation overhead. The proposed trust model would be capable to provide security against blackhole attack, grey hole attack, and badmouthing attack. Moreover, the proposed trust model feasibility has been tested with MATLAB. Simulation results exhibit the great performance of our proposed approach in terms of trust evaluation cost, prevention, and detection of malicious nodes with the help of analyzing consistency in trust values and communication” overhead.https://jitm.ut.ac.ir/article_86657_2f91b6ad1e98600eae23ef561a3030cd.pdftrust managementresource schedulingattackswsn |
| spellingShingle | Tayyab Khan Karan Singh Sakshi Gupta Manisha Manjul Multi Trust-based Secure Trust Model for WSNs Journal of Information Technology Management trust management resource scheduling attacks wsn |
| title | Multi Trust-based Secure Trust Model for WSNs |
| title_full | Multi Trust-based Secure Trust Model for WSNs |
| title_fullStr | Multi Trust-based Secure Trust Model for WSNs |
| title_full_unstemmed | Multi Trust-based Secure Trust Model for WSNs |
| title_short | Multi Trust-based Secure Trust Model for WSNs |
| title_sort | multi trust based secure trust model for wsns |
| topic | trust management resource scheduling attacks wsn |
| url | https://jitm.ut.ac.ir/article_86657_2f91b6ad1e98600eae23ef561a3030cd.pdf |
| work_keys_str_mv | AT tayyabkhan multitrustbasedsecuretrustmodelforwsns AT karansingh multitrustbasedsecuretrustmodelforwsns AT sakshigupta multitrustbasedsecuretrustmodelforwsns AT manishamanjul multitrustbasedsecuretrustmodelforwsns |