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December 1, 2025· Zenodo (CERN European Organization for Nuclear Research)
preprint
Open access

Evidence-Based Subjective Logic in Zero-Knowledge Reputation Systems

Authors:Oliver Hirst *

Abstract

Applies the Evidence-Based Subjective Logic (EBSL) framework to zero-knowledge reputation systems and decentralised identity. Demonstrates how reputation opinions that are provably correct can be published without revealing the underlying evidence graph, using the EZKL zkML framework for proof generation.

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