ZKML: Verifiable & Privacy-Preserving Compute in Blockchain

Mon, Oct 2, 2023, 12:00 AM

Explore the intersection of ZKML and blockchain, unlocking potential for privacy and trust in decentralized systems. This presentation delves into ZKML's role in the blockchain ecosystem, covering: 1. Current ZKML landscape: technology stack, model size, performance, and efficiency. 2. Feasible applications: verifiable computation, rollup solutions, and moonshot ideas. 3. Future research directions: advancing privacy-preserving computation and achieving moonshots. ----------------------- Cathie is a ZKML researcher at Privacy & Scaling Explorations Team (Ethereum Foundation), exploring the potential of verifiable computation with privacy in the blockchain. A serial hackathon winner, she believes ZKML is key to transitioning from Web2 to Web3. ----------------------- PSE (Privacy and Scaling Exploration) explores new use cases for zero-knowledge proofs and other cryptographic primitives through research and proof-of-concepts.