Emerging Trends in Artificial Intelligence Based IoT: Techniques, Applications and Security

A Novel Unbiased Trust Establishment Mechanism in a Cross-Domain Cloud-Based IoT Environment

Author(s): Kaustav Roy*, Debdutta Pal, Ayan Kumar Das and Amit K. Sharma

Pp: 135-146 (12)

DOI: 10.2174/9789815305067125010009

* (Excluding Mailing and Handling)

Abstract

Establishing a secure and safe trust system for a dispersed cloud-based IoT environment is very tough. Nowadays, the differences between cloud and IoT are blurring, and they are increasingly being applied together in several applications. A robust trust establishment model is the need of the hour. In this paper, we are advocating a trust-dependent authorization model to be implemented in a clouddependant IoT environment that also functions as a two-way or dual-mode trust model, taking into account the requirements of service giver and taker. In the suggested paradigm, trustworthiness is assessed on both the user and supplier sides. A transaction is only permitted if both trust values exceed a predefined or set threshold. We cannot entirely rely on the recommender's comments to determine how trustworthy a node or entity is. Therefore, the primary presumption in this situation is that a small number of hostile entities may provide false information about other entities. In the actual world, we can anticipate several malevolent actors attempting to sabotage the efficient operation of the cloud system by providing misleading reports and feedback, and the IoT ecosystem is ultimately dependent on the cloud for data processing and allied services, which generally consists of an application layer, network layer, and sensor layer. A new phrase for gauging this inaccurate or biased reporting is included in the model. In addition, the ongoing transactions are made more trustworthy by removing skewed feedback from both the user and supplier end. We also put forward a rule that allows trust values to be dynamically modified and active nodes to be given more weightage when determining trust. 


Keywords: Cloud-based IoT environment, Feedback, Trust, Virtual organization.

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