Abstract
A large of smart nodes is connected in Internet of Things (IoT). These nodes in IoT often are resource-constrained nodes, so they have a greater need to collaborate with other nodes for performing advanced service and applications. When there are many providers who can provide similar collaboration service, a collaboration requestor (CR) node will have to make the decision of the “best” collaboration partner (CP). Many trust based approaches have been proposed to determine the “best” CP. However, there are limitations in the existing approaches. The first limitation is ignoring the cross-domain collaboration interactions exist among nodes. The second limitation is only considering a single objective formulation in which, the most trustworthy node are selected as the “best” CP. However, in fact the most trustworthy node does not always bring the “best” collaboration benefit. This paper proposes a multi-objective cross-domain collaboration management approach called MCCM in which collaboration benefit of CR node and trust value of CP node are considered as two optimization objects. We analyze MCCM performance in terms of trust accuracy, convergence, and resiliency against attacks. In addition, we also compare MCCM with trust based methods. Experiment results demonstrate that MCCM outperforms trust based collaboration partner selecting approaches in terms of collaboration partner prediction accuracy against recommendation attacks.
Similar content being viewed by others
References
Deshpande P, Kodeswaran PA, Banerjee N, Nanavati AA, Chhabra D, Kapoor S (Jan 2015) M4M: A model for enabling social network based sharing in the Internet of Things. in Proc Int Conf Commun Syst Netw:1–8
Daubert J, Wiesmaier A, Kikiras P (Jun 2015) A view on privacy & trust in IoT. in Proc IEEE Int Conf Commun Workshop:2665–2670
Kumar S, Tiwari P, Zymbler M (2019) Internet of things is a revolutionary approach for future technology enhancement: a review. J Big Data 6:111
Chen IR, Guo J, Bao F (May 2016) Trust management for SOA-based IoT and its application to service composition. IEEE Trans Service Comput 9(3):482–495
Awan KA, Din IU, Almogren A et al (2019) RobustTrust - a pro-privacy robust distributed trust management mechanism for internet of things. IEEE ACCESS 7:62095–42106
Jia XD, Hu N et al (2020) IRBA: an identity-based cross-domain authentication scheme for the internet of things. Electronics 9(4)
Shen M, Liu H et al (2020) Blockchain-assisted secure device authentication for cross-domain industrial IoT. IEEE Journal on Selected Areas in Communications 38(5)
I.-R. Chen, F. Bao, and J. Guo, “Trust-based service management for social internet of things systems,” IEEE Trans Depend Secure Comput., vol. 13, no. 6, pp. 684–696, Nov./Dec. 2016
Chen I-R, Guo J, Bao F (May/Jun 2016) Trust management for SOA-based IoT and its application to service composition. IEEE Trans Services Comput 9(3):482–495
Awan KA, Din IU, Zareei M, Talha M, Guizani M, Jadoon SU (2019) HoliTrust-A holistic cross-domain trust management mechanism for service-centric internet of things. IEEE Access 7:52191–52201
Lin Z, Liang D (February 2018) Clarifying trust in social internet of things. IEEE Transactions On Knowledge and Data Engineering 30(2):234–248
Wang Y, Chen I-R, Cho J-H et al (December 2018) CATrust: context-aware trust management for service-oriented Ad hoc networks. IEEE Transactions On Services Computing 11(6):908–221
Chen I-R, Guo J et al (March 2019) Trust-based service management for mobile cloud IoT systems. IEEE Transactions on Network and Service Management 16(1):246–263
Al-Hamadi H, Chen I-R, Cho J-H (December 2018) Trust management of smart service communities. IEEE access 7:26362–26378
Al-Hamadi H, Chen IR (Oct. 2017) Trust-based decision making for health IoT systems. IEEE Internet Things J 4(5):1408–1419
Wang HB, Yang DR et al (2018) Integrating modified cuckoo algorithm and creditability evaluation for QoS-aware service composition. Knowledge-based Systems 140:64–81
Wang H, Yang D et al (2019) Integrating modified cuckoo algorithm and creditability evaluation for QoS-aware service composition. Knowle dge-Base d Systems 140:64–81
Yang X-S, Deb S (2013) Multiobjective cuckoo search for design optimization. Comput Oper Res 40(6):1616–1624
Acknowledgments
The work in this paper has been supported by National Natural Science Foundation of China (62062006, 71501156, 62062008, 62067001), Natural Science Basis Research Plan in Guangxi Province of China (2018JJA170028, 2019JJA170045, 2018JJA170194), Special Funds of Guangxi Bagui Scholars and National Key Research and Development Program of China (2018YFB1404404).
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Wu, X. Cross-domain trust management mechanism for internet of things systems. Peer-to-Peer Netw. Appl. 14, 933–947 (2021). https://doi.org/10.1007/s12083-021-01071-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12083-021-01071-z