ZKML: Verifiable & Privacy-Preserving Compute in Blockchain
Details
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.
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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.
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PSE (Privacy and Scaling Exploration) explores new use cases for zero-knowledge proofs and other cryptographic primitives through research and proof-of-concepts.