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

#Certified #Private #Scalable #Zero-Knowledge #Proofs

arXiv:2608.17070v1 Announce Type: new Abstract: With the growing deployment of machine learning models, formal guarantees of the robustness and fairness of these models have become increasingly important in safety-critical and legal-compliance settings. However, model parameters are often…