robustness-certification

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Certified but Private: Scalable Zero-Knowledge Proofs for Neural Network Guarantees

arXiv cs.LG · 4d ago Cached

PANDA is a scalable system using zero-knowledge proofs to verify the robustness and fairness of neural networks without revealing model parameters, enabling certification for large networks with polynomial complexity.

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