VeriBlock: A Blockchain-Based Verifiable Trust Management Architecture with Provable Interactions
There has been considerable advancement in the use of blockchain for trust management in large-scale dynamic systems. In such systems, blockchain is mainly used to store the trust score or trust-related information of interactions among the various entities. However, present trust management archite...
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Zusammenfassung: | There has been considerable advancement in the use of blockchain for trust
management in large-scale dynamic systems. In such systems, blockchain is
mainly used to store the trust score or trust-related information of
interactions among the various entities. However, present trust management
architectures using blockchain lack verifiable interactions among the entities
on which the trust score is calculated. In this paper, we propose a
blockchain-based trust management framework that allows independent trust
providers to implement different trust metrics on a common set of trust
evidence and provide individual trust value. We employ geo-location as proof of
interaction. Some of the existing proposals rely upon geo-location data, but
they do not support trust calculation by multiple trust providers. Instead,
they can only support a centralised system. Our proposed architecture does not
depend upon a single centralised third-party entity to ensure trusted
interactions. Our architecture is supported by provable interactions that can
easily be verified using blockchain. Therefore, it allows a high degree of
confidence in trust management by ensuring the actual interactions between the
entities. We provide a detailed design and development of the architecture
using real-world use case examples. The proof of prototype was implemented on
the Ethereum blockchain platform. Experimental results demonstrate that the
employment of independent trust providers adequately provides a high degree of
trust scores and that the proposed architecture can be used in a real-world
environment. |
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DOI: | 10.48550/arxiv.2206.05676 |