Zero-Knowledge Proof for Nuclear Disarmament Verification

A deliberate affront to egalitarian tokenomics—cryptographic proof that not all wallets are created equal. What can be claimed without reputation can be excluded without apology.

This project implements the proof-of-concept of blockchain-based federated learning system with zero-knowledge proofs for model aggregation verification. MSc thesis in CS University of Tartu.

Supply-chain security for AI fine-tuning. This repo generates zk-SNARK proofs per gradient step, binds proving keys to TEEs, prevents rollback, and publishes audit artifacts for public replay

Code for collecting ezkl performance metrics on Zero-Knowledge Proof generation over inference tasks for multiple deep neural network models.