Event-Driven Distributed Trust Model for Internet of Things Network
Subject Areas : electrical and computer engineering
Zahra Hadian
1
,
Fazllolah Adibnia
2
,
وحید رنجبر
3
*
1 - Department of Computer Engineering, Yazd University, Yazd, Iran
2 - Department of Computer Engineering, Yazd University, Yazd, Iran
3 - Department of Computer Engineering, Yazd University, Yazd, Iran
Keywords: Internet of things, trust management, distributed trust management, trust evaluation,
Abstract :
A vision of the future Internet has been introduced in which various computing devices will be connected to each other to form a network called the Internet of Things. The Internet of Things facilitates human life by providing many applications and smart devices that can be controlled remotely. IoT security is a challenging task due to the inherent characteristics of IoT, especially the heterogeneity of nodes in terms of resources. Trust management, by calculating and analyzing the trust between nodes, enables the node to make an appropriate and reliable decision in communication between nodes. The goal of trust management schemes in a distributed system is to predict the future behavior of nodes based on their previous behavior. In this paper, an event-based distributed trust management method is proposed that calculates the trust between objects using weighted summation. In this method, nodes can evaluate the behavior of other nodes. According to the performed simulation, the proposed method is faster in comparison with the DDTMS method and identifies malicious nodes in fewer transactions and is also more resistant to on-off and bad-mouthing attacks.
[1] R. Thirukkumaran and P. Muthu Kannan, "Survey: security and trust management in Internet of Things," in Proc. IEEE Global Conf. on Wireless Computing and Networking, GCWCN'18, pp. 131-134, Lonavala, India, 23-24 Nov. 2018.
[2] L. Yijia, J. Wang, Z. Yan, Z. Wan, and R. Jäntti, "A survey on blockchain-based trust management for Internet of Things," IEEE Internet of Things J., vol. 10, no. 7, pp. 5898-5922, 1 Apr. 2023.
[3] U. Din, M. Guizani, B. S. Kim, S. Hassan, and M. Khurram Khan, "Trust management techniques for the Internet of Things: a survey," IEEE Access, vol. 7, pp. 29763-29787, 2019.
[4] S. Dhelim, et al., "Trust2Vec: large-scale IoT trust management system based on signed network embeddings," IEEE Internet of Things J., vol. 10, no. 1, pp. 553-562, 1 Jan. 2022.
[5] A. Ali, et al., "Multilevel central trust management approach for task scheduling on IoT-based mobile cloud computing," Sensors, vol. 22, no. 1, Article ID: 108, Jan. 2022.
[6] K. A. Awan, I. Ud Din, A. Almogren, M. Guizani, and S. Khan, "StabTrust-a stable and centralized trust-based clustering mechanism for IoT enabled vehicular Ad-Hoc networks," IEEE Access, vol. 8, pp. 21159-21177, 2020.
[7] M. D. Alshehri and F. K. Hussain, "A centralized trust management mechanism for the Internet of Things (CTM-IoT)," in Proc. of 12th Int. Conf.on Broad-Band Wireless Computing, Communication and Applications, BWCCA'18, pp. 533-543, Barcelona, Spain, 8-10 Nov. 2018.
[8] J. Guo, Trust-Based Service Management of Internet of Things Systems and Its Applications, Apr. 2018, Accessed: Jul. 25, 2021. [Online]. Available: https://vtechworks.lib.vt.edu/handle/10919/82854
[9] O. Ben Abderrahim, M. H. Elhdhili, and L. Saidane, "TMCoI-SIOT: a trust management system based on communities of interest for the social Internet of Things," in Proc. 13th Int. Wireless Communications and Mobile Computing Conf., IWCMC'17, pp. 747-752, Valencia, Spain , 26-30 Jun. 2017.
[10] Q. Arshad, W. Zada Khan, F. Azam, M. K. Khan, H. Yu, and Y. B. Zikria, "Blockchain-based decentralized trust management in IoT: systems, requirements and challenges," Complex & Intelligent Systems, vol. 9, no. 6, pp. 6155-6176, 2023.
[11] K. A. Awan, et al., "RobustTrust-a pro-privacy robust distributed trust management mechanism for Internet of Things," IEEE Access, vol. 7, pp. 62095-62106, 2019.
[12] R. Das, M. Singh, and K. Majumder, "SGSQoT: a community-based trust management scheme in Internet of Things," in Proc. of Int. Ethical Hacking Conf., EHaCON'18, pp. 209-222, Kolkata, India, 2019.
[13] Y. Alghofaili and M. A. Rassam, "A trust management model for IoT devices and services based on the multi-criteria decision-making approach and deep long short-term memory technique," Sensors, vol. 22, no. 2, Article ID: 834, Jan. 2022.
[14] A. Adewuyi, H. Cheng, Q. Shi, J. Cao, Á. MacDermott, and X. Wang, "CTRUST: a dynamic trust model for collaborative applications in the Internet of Things," IEEE Internet of Things J., vol. 6, no. 3, pp. 5432-5445, Jun. 2019.
[15] P. Massa and P. Avesani, "Trust-aware recommender systems," in Proc. ACM Recommender Systems Conf., RecSys'07, pp. 17-24, Minneapolis, MN, USA, 19-20 Oct. 2007.
[16] S. W. A. Hamdani, et al., "Dynamic distributed trust management scheme for the Internet of Things," Turk J. Elec Eng & Comp Sci, vol. 29, no. 2, pp. 796-815, Mar. 2021.
[17] F. Osterlind, A. Dunkels, J. Eriksson, N. Finne, and T. Voigt, "Cross-level sensor network simulation with COOJA," in Proc. 31st IEEE Conf. on Local Computer Networks, pp. 641-648, Tampa, FL, USA, 16-18 Nov. 2006.