Zero-Knowledge Auditing Secures AI Compliance without Revealing Models
ZKMLOps leverages polynomial commitments to cryptographically prove AI model compliance, resolving the fundamental conflict between privacy and regulatory transparency.
Distributed Non-Interactive Zero-Knowledge Proofs Secure Network State Privacy
Distributed Non-Interactive Zero-Knowledge (dNIZK) is a new cryptographic primitive enabling efficient, single-round, privacy-preserving certification of global network state properties.