Cryptography & Post-Quantum› Zero-Knowledge Proofs›Proving an ML Inference: zkML, the Committed-Input Guarantee, and the Honest Cost

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Zero-Knowledge Proofs

1Interactive Proofs and Zero-Knowledge, Defined: Completeness, Soundness, and the SimulatorResearch
2From Interactive to Non-Interactive: Fiat-Shamir, Commitments, and the Random-Oracle CaveatResearch
3SNARKs: Succinct Arguments, the Arithmetic-Circuit Pipeline, and the Trusted-Setup QuestionResearch
4STARKs and Transparency: Hash-Based, Post-Quantum-Plausible Proofs Without Trusted SetupResearch
5Proving an ML Inference: zkML, the Committed-Input Guarantee, and the Honest CostResearch

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Murali Chillakuru

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Proving an ML Inference: zkML, the Committed-Input Guarantee, and the Honest Cost

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