Niyam-AI binds agent permissions with SHA-256 and adds zk-SNARK proofs for a small Judge model's safety decisions, reporting F1 88.5% on Agent-SafetyBench, though the classifier is benchmark-adapted and the proof applies only to a separate toy model.
ValidCNN: A Large -Scale CNN Predictive Integrity Verification Scheme Based on zk -SNARK,
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NiyamAI - An Intent-Bound AI Agent with Cryptographically Verifiable Guardrails using Zero-Knowledge Proofs
Niyam-AI binds agent permissions with SHA-256 and adds zk-SNARK proofs for a small Judge model's safety decisions, reporting F1 88.5% on Agent-SafetyBench, though the classifier is benchmark-adapted and the proof applies only to a separate toy model.