On the Trust and Trust Modelling for the Future Fully-Connected Digital World: A Comprehensive Study

TL;DR

This paper provides a comprehensive analysis of trust and trust modelling in the evolving digital world, addressing challenges, defining trust relationships, and evaluating models to enhance security and privacy.

Contribution

It offers a detailed review of trust definitions, proposes evaluation criteria, and analyzes methodologies for trust modelling in complex digital environments.

Findings

Identified key factors for effective trust models.

Proposed comprehensive trust evaluation criteria.

Analyzed security and privacy issues in trust modelling.

Abstract

With the fast development of digital technologies, we are running into a digital world. The relationship among people and the connections among things become more and more complex, and new challenges arise. To tackle these challenges, trust-a soft security mechanism-is considered as a promising technology. Thus, in this survey, we do a comprehensive study on the trust and trust modelling for the future digital world. We revisit the definitions and properties of trust, and analysis the trust theories and discuss their impact on digital trust modelling. We analyze the digital world and its corresponding environment where people, things, and infrastructure connect with each other. We detail the challenges that require trust in these digital scenarios. Under our analysis of trust and the digital world, we define different types of trust relationships and find out the factors that are needed to ensure a fully representative model. Next, to meet the challenges of digital trust modelling, comprehensive trust model evaluation criteria are proposed, and potential securities and privacy issues of trust modelling are analyzed. Finally, we provide a wide-ranging analysis of different methodologies, mathematical theories, and how they can be applied to trust modelling.