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December 1, 2025· Zenodo (CERN European Organization for Nuclear Research)
preprint
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EQBSL+ZK: Zero-Knowledge Constraints for Evidence-Quality Bayesian Subjective Logic

Authors:Oliver Hirst *

Abstract

Extends the EQBSL (Evidence-Quality Bayesian Subjective Logic) framework with zero-knowledge proof constraints. Allows a prover to demonstrate that their trust opinion was computed correctly from private evidence, without revealing the evidence itself. Bridges cryptographic privacy guarantees with the epistemic trust formalism of EQBSL.

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