AI RESEARCH
A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning
arXiv CS.AI
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ArXi:2502.18535v2 Announce Type: replace-cross Machine learning is increasingly deployed through outsourced and cloud-based pipelines, which improve accessibility but also raise concerns about computational integrity, data privacy, and model confidentiality. Zero-knowledge proofs (ZKPs) provide a compelling foundation for verifiable machine learning because they allow one party to certify that a