Smart City Gnosys
Smart city article details
| Title | Trust Management With Fault-Tolerant Supervised Routing For Smart Cities Using Internet Of Things |
|---|---|
| ID_Doc | 59083 |
| Authors | Haseeb K.; Saba T.; Rehman A.; Ahmed Z.; Song H.H.; Wang H.H. |
| Year | 2022 |
| Published | IEEE Internet of Things Journal, 9, 22 |
| DOI | http://dx.doi.org/10.1109/JIOT.2022.3184632 |
| Abstract | The Internet of Things (IoT) connects heterogeneous sensors with dynamic networks to monitor smart communication and collect real-time data. Such systems are well adapted to satisfy the needs of smart cities and facilitate remote locations. Many cloud-based solutions for effective routing along with scalable data storage have been presented for constraint IoT systems. However, because of the unpredictable nature of mobile networks and communication links, most of the solutions may not be suitable for realistic applications and usually result in path failure with increasing resource utilization. Hence, data forwarding is only reliable and valuable if the proposed algorithms are trust aware with low overheads and consume balanced energy among nodes. Therefore, this article proposed a fault-tolerant supervised routing (Trust-FTSR) model for trust management in the IoT network, to improve trustworthiness and collaborative communication in smart cities. Each node evaluates the behavior of its neighbors and establishes a direct trust for a reliable and optimized network structure. In addition, using a supervised machine-learning technique, a fault-tolerant relaying system is provided without imposing additional overheads. Moreover, it removes the additional load in determining the optimal decision and training the IoT system to balance the network cost. In the end, a secure algorithm is proposed to ensure the privacy and authentication of the relaying system in the presence of critical attacks with secured keys. The proposed model is tested and its performance has significant improvement as compared to existing work. © 2014 IEEE. |
| Author Keywords | Internet of Things (IoT); machine learning; smart cities; technological development; trust management |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
18089  | 0.868 | Ullah F.; Salam A.; Amin F.; Khan I.A.; Ahmed J.; Zaib S.A.; Choi G.S. | Deep Trust: A Novel Framework For Dynamic Trust And Reputation Management In The Internet Of Things (Iot)-Based Networks | IEEE Access, 12 (2024) |
| 17680 | 0.867 | 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) |
| 9015 | 0.866 | Souissi H.; Mahamat M.; Jaber G.; Lakhlef H.; Bouabdallah A. | Analyses Of Recent Advances On Machine Learning-Based Trust Management For Mobile Iot Applications | 2022 30th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2022 (2022) |
| 5650 | 0.864 | 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) |
| 20660 | 0.863 | Hickert C.; Tekeoglu A.; Maurio J.; Watson R.; Syed D.; Chavis J.; Brown G.; Sookoor T. | Distributed Ledgers For Enhanced Machine-To-Machine Trust In Smart Cities | Proceedings - International Conference on Computer Communications and Networks, ICCCN, 2022-July (2022) |
| 47728 | 0.863 | Otoum S.; Ridhawi I.A.; Mouftah H. | Securing Critical Iot Infrastructures With Blockchain-Supported Federated Learning | IEEE Internet of Things Journal, 9, 4 (2022) |
| 47807 | 0.862 | Shankar A.; Maple C. | Securing The Internet Of Things-Enabled Smart City Infrastructure Using A Hybrid Framework | Computer Communications, 205 (2023) |
| 23849 | 0.862 | Salim A.; Khedr A.M.; Osamy W. | Enhancing Iot-Enabled Sustainable Smart Cities With Secure And Energy-Aware Data Collection Using Meta-Heuristic Technique | IEEE Sensors Journal, 24, 14 (2024) |
| 59106 | 0.861 | Wang X.; Zhang C.; Chang X. | Trusted Management Infrastructure With Blockchain For Edge Device In Smart City | 5th IEEE International Conference on Computer and Communication Engineering Technology, CCET 2022 (2022) |
| 1172 | 0.861 | Wang Y.; Wang Y.; Ning Z.; Rehman S.U.; Waqas M. | A Cross-Domain Trust Model Of Smart City Iot Based On Self-Certification | Intelligent Automation and Soft Computing, 36, 1 (2023) |