Smart City Gnosys

Smart city article details

Title	Trust Based Active Game Data Collection Scheme In Smart Cities
ID_Doc	59060
Authors	Xia Z.; Wang Z.; Liu X.
Year	2024
Published	ACM Transactions on Embedded Computing Systems, 24, 1
DOI	http://dx.doi.org/10.1145/3677319
Abstract	The concept of a smart city is to equip sensors to various objects in urban life to monitor areas and collect sensing data, and make wise decisions based on the collected data. However, some malicious sensor devices may interrupt and interfere with data collection, leading to a reduction in the integrity and availability of information, thereby causing harm to Internet of Things (IoT) applications. Therefore, identifying the credibility of sensor nodes to ensure the credibility of data collection is a challenge. This article proposes a trust-based active game data collection (TAGDC) scheme to collect trust data in the IoT. This TAGDC scheme mainly includes the following parts: (1) An active trust framework plus evolutionary game theory is proposed to encourage high-energy sensors to send detection routes and quickly obtain sensor trust. (2) In order to balance the data security requirements of subnetworks, the number and frequency of detection routes required by subnetworks are estimated through mechanism modeling and fuzzy analytic hierarchy process. (3) The design focuses on the internal trust computing model in the region to evaluate the trust of nodes. The findings of the experiment demonstrate that the TAGDC scheme, as described in this research study, enhances the accuracy of identifying malicious nodes by 20%, reduces the required identification time by 40%, and improves the data collection success rate by 5%. © 2024 Copyright held by the owner/author(s). Publication rights licensed to ACM.
Author Keywords	data collection; game theory; regional sensitivity; smart city; Trust

Similar Articles

Id	Similarity	Authors	Title	Published
59063	0.884	Chengna W.; Jiahao Z.; Sen Z.; Xingze W.	Trust Evaluation Mechanism For Data Collection In Smart Cities	Discover Computing, 28, 1 (2025)
59076	0.881	Alazab M.; Manogaran G.; Montenegro-Marin C.E.	Trust Management For Internet Of Things Using Cloud Computing And Security In Smart Cities	Cluster Computing, 25, 3 (2022)
5650	0.868	Raman A.; Arokiasamy A.R.; Batumalai C.; Kuppusamy M.; Balakrishnan R.; Louis S.A.	A Trust-Based Security And Privacy Protection For Data Collection In Smart City	Journal of Internet Services and Information Security, 14, 3 (2024)
17680	0.866	Islam R.; Bose R.; Roy S.; Khan A.A.; Sutradhar S.; Das S.; Ali F.; AlZubi A.A.	Decentralized Trust Framework For Smart Cities: A Blockchain-Enabled Cybersecurity And Data Integrity Model	Scientific Reports, 15, 1 (2025)
13994	0.866	Zheng Y.; Li Z.; Zeng Z.; Zhang S.; Xiong N.N.; Liu A.	Cite: A Content Based Trust Evaluation Scheme For Data Collection With Internet Of Everything	Information Sciences, 647 (2023)
15939	0.854	Mendonca F.; Abdennadher N.; El-Maliki T.; Poleggi M.E.	Context-Aware Trust Metrics For Non Critical Iot Applications: An Intrinsic Data Quality Approach	2022 13th International Conference on Information and Communication Systems, ICICS 2022 (2022)
22047	0.854	Sivakumar S.; Abraham M.; Babu J.J.; Perumal V.; Polepaka S.; Senthilkumar C.	Effective And Secure Task Offloading In Iot Edge Computing Through A Multi-Feedback Trust Mechanism	Proceedings of the 2nd International Conference on Applied Artificial Intelligence and Computing, ICAAIC 2023 (2023)
11785	0.853	Huber B.; Kandah F.	Behavioral Model Based Trust Management Design For Iot At Scale	Proceedings - IEEE Congress on Cybermatics: 2020 IEEE International Conferences on Internet of Things, iThings 2020, IEEE Green Computing and Communications, GreenCom 2020, IEEE Cyber, Physical and Social Computing, CPSCom 2020 and IEEE Smart Data, SmartData 2020 (2020)
59083	0.853	Haseeb K.; Saba T.; Rehman A.; Ahmed Z.; Song H.H.; Wang H.H.	Trust Management With Fault-Tolerant Supervised Routing For Smart Cities Using Internet Of Things	IEEE Internet of Things Journal, 9, 22 (2022)
24047	0.851	Xiong R.; Cheng J.; Pu J.; Dong X.; Chen C.; Xu Z.	Enhancing Trust And Collaboration: A Reputation-Driven Mechanism For Cross-Chain Iot Data Sharing	Computer Networks, 264 (2025)