Deploying ZKP Frameworks with Real-World Data: Challenges and Proposed Solutions. (arXiv:2307.06408v1 [cs.CR])

Zero-knowledge proof (ZKP) frameworks have the potential to revolutionize the
handling of sensitive data in various domains. However, deploying ZKP
frameworks with real-world data presents several challenges, including
scalability, usability, and interoperability. In this project, we present Fact
Fortress, an end-to-end framework for designing and deploying zero-knowledge
proofs of general statements. Our solution leverages proofs of data provenance
and auditable data access policies to ensure the trustworthiness of how
sensitive data is handled and provide assurance of the computations that …

challenges data domains end end-to-end fact fortress framework frameworks handling interoperability knowledge project proof scalability sensitive data solutions usability world