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Soft Computing

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30.08.2019 | Focus

A dynamic trust model in internet of things

verfasst von: Eric Ke Wang, Chien-Ming Chen, Dongning Zhao, Wai Hung Ip, Kai Leung Yung

Erschienen in: Soft Computing | Ausgabe 8/2020

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Abstract

Indicating trust or distrust of a node is a key issue in the trust management of IoT. However, there are some challenges for the management with anonymous nodes, inaccurate communication, etc. Due to huge number of nodes in IoT, one of the possible solutions is predicting trust and distrust values. In this paper, we propose a dynamic trust model based on direct and indirect trust computation, and the most important part of a model, trust prediction. The prediction method mainly depends on the combination of exponential smoothing and a Markov chain. We employ exponential smoothing to predict trustiness and a Markov chain to fix the deviation of the prediction. To test our scheme, we create a simulation to evaluate its performance and effectiveness. The simulation results are encouraging.

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Ben Saied Y, Olivereau A, Zeghlache D et al (2013) Trust management system design for the internet of things: a context-aware and multi-service approach. Comput Secur 39:351–365CrossRef

Beth T, Borcherding M, Klein B (1994) Valuation of trust in open networks. In: Proceedings of the European symposium on research in computer security (ESORICS) 1994, Brighton, UK, LNCS 875, pp 3–18

Caverlee J et al (2010) SocialTrust++: building community-based trust in Social Information Systems. In: 2010 6th international conference on collaborative computing: networking, applications and worksharing (CollaborateCom), Chicago, USA

Caverlee J, Liu L, Webb S (2008) Socialtrust: tamper-resilient trust establishment in online communities. In: Proceedings of the 8th ACM/IEEE-CS joint conference on digital libraries. ACM, pp 104–114

Chen CM, Xiang B et al (2019) A secure authentication protocol for internet of vehicles. IEEE Access

Chen D, Chang G, Sun D et al (2011) TRM-IoT: a trust management model based on fuzzy reputation for internet of things. Comput Sci Inf Syst 8(4):1207–1228CrossRef

Chen CM, Wang KH et al (2019) Attacks and solutions on a three-party password-based authenticated key exchange protocol for wireless communications. J Ambient Intell Hum Comput 10(8):3133–3142CrossRef

Hu JL, Wu QY, Zhou B, Liu JH (2009) Robust feedback credibility-based distributed P2P trust model. J Softw 20(10):2885–2898CrossRef

Jøsang A, Haller J (2007) Dirichlet reputation systems. In: The second international conference on availability, reliability and security, ARES 2007. IEEE, pp 112–119

Kalkan K, Zeadally S (2017) Securing internet of things (IoT) with software defined networking (SDN). IEEE Commun Mag 2017:1–7

Kamvar SD, Schlosser MT, Garcia-Molina H (2003) The Eigentrust algorithm for reputation management in P2P networks. In: Proceedings of the 12th international conference on World Wide Web (WWW’03). ACM, New York, USA, pp 640–651

Li X, Liu L (2004) PeerTrust: supporting reputation-based trust for peer-to-peer electronic communities. IEEE Trans Knowl Data Eng 16(7):843–857CrossRef

Li F, Wu J, Srinivasan A (2009) Thwarting blackhole attacks in disruption-tolerant networks using encounter tickets. In: INFOCOM 2009, IEEE. IEEE

Liu Y, Wang K (2010) Trust control in heterogeneous networks for internet of things. In: 2010 International conference on computer application and system modeling (ICCASM 2010)

Mahalle PN, Thakre PA, Prasad NR et al. (2013) A fuzzy approach to trust based access control in internet of things. In: Wireless communications, n a context-aware and multi-service trust management system vehicular technology, information theory and aerospace & electronic systems (VITAE). IEEE, pp 1–5

Nitti M, Girau R, Atzori L (2013) Trustworthiness management in the social internet of things. IEEE Trans Knowl Data Eng 26:1253–1266CrossRef

Tewari A, Gupta BB (2018) Security, privacy and trust of different layers in internet-of-things (iots) framework. Future Gener Comput Systems 1:1. https://doi.org/10.1016/j.future.2018.04.027 CrossRef

Tian CQ, Zou SH, Tian HR, Wang WD, Cheng SD (2007) A new trust model based on reputation and risk evaluation for P2P networks. J Electron Inf Technol 29(7)

Tiburski RT et al (2019) Lightweight security architecture based on embedded virtualization and trust mechanisms for IoT edge devices. IEEE Commun Mag 57(2):67–73CrossRef

Venkatraman M, Yu B, Singh MP (2000) Trust and reputation management in a small-world network. In: Proceedings of the fourth international conference on multiagent systems, 2000. IEEE, pp 449–450

Wang EK, Li Y, Ye YM, Yiu S-M, Hui LCK (2018) A dynamic trust framework for opportunistic mobile social networks. IEEE Trans Netw Serv Manag 15(1):319–329CrossRef

Weizhi M (2018) intrusion detection in the era of IoT: building trust via traffic filtering and sampling. Computer 51(7):36–43CrossRef

Yahalom R, Klein B, Beth T (1994) Trust-based navigation in distributed systems. Comput Syst 7(1):45–73

Yu B, Singh MP (2000) A social mechanism of reputation management in electronic communities. In: Cooperative information agents IV—the future of information agents in cyberspace. Springer, Berlin, Heidelberg, pp 154–165

Zhou R, Hwang K (2007) PowerTrust: a robust and scalable reputation system for trusted peer-to-peer computing. IEEE Trans Parallel Distrib Syst 18:460–473CrossRef

Zhou L, Kondapalli SH, Aono K, Chakrabartty S (2019) Desynchronization of self-powered FN tunneling timers for trust verification of IoT supply-chain. IEEE Internet Things J 6:6537–6547CrossRef

Titel: A dynamic trust model in internet of things
verfasst von: Eric Ke Wang
Chien-Ming Chen
Dongning Zhao
Wai Hung Ip
Kai Leung Yung
Publikationsdatum: 30.08.2019
Verlag: Springer Berlin Heidelberg
Erschienen in: Soft Computing / Ausgabe 8/2020
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI: https://doi.org/10.1007/s00500-019-04319-2

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