ZKML Research Papers
ZKML Research Papers
12 articles
zkML Limitations Exposed: Verifiable Inference Without Training Data Provenance in Decentralized AI
Picture this: decentralized AI where models churn out predictions, and you can verify them on-chain without peeking at the secret sauce. zkML sounds like the holy grail for privacy hawks in Web3, right? But let's rip off the band-aid. When...
Mar 31, 2026
Scalable zkML Inference with Targeted Verification: Proving Critical ML Computations On-Chain
In the intersection of blockchain and artificial intelligence, scalable zkML inference stands out as a pivotal innovation, enabling the verification of critical machine learning computations on-chain without sacrificing privacy or...
Mar 24, 2026