Efficiently Updating Zero-Knowledge Proofs for Dynamic Data
This research introduces dynamic zk-SNARKs, a breakthrough enabling efficient, incremental proof updates crucial for verifiable AI and evolving blockchain states.
Zero-Knowledge Proofs Enable Trustworthy Machine Learning Operations
A novel framework integrates zero-knowledge proofs across machine learning operations, cryptographically ensuring AI system integrity, privacy, and regulatory compliance.
