Zero-Knowledge Federated Learning: A New Trustworthy and Privacy-Preserving Distributed Learning Paradigm

This is an academic research project providing a systematic approach to ZK-FL. While the underlying cryptography is complex, the project has zero stars and functions as a paper supplement rather than a production-ready tool. Its value lies in the theoretical framework and initial benchmarks rather than software moat.