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1. gnark-gradient-prover gnark-gradient-prover Public

   Groth16 proof service in Go (gnark) for federated learning: clients prove their model updates are bounded, and a separate verifier role checks the proofs against pinned keys.

   Go

2. ppflx ppflx Public

   Privacy-preserving federated learning on Flower: pluggable homomorphic encryption, zero-knowledge proofs of bounded model updates, and differential privacy.

   Python