Episode 265: Where ZK and ML intersect with Yi Sun and Daniel Kang

Episode 265. Aired on Feb 22, 2023 See full episode on https://zeroknowledge.fm/265-2/ This week, Anna Rose (  / annarrose  ) and Tarun Chitra (  / tarunchitra  ) dive back into the topic of ZK ML with guests Yi Sun (  / theyisun  , co-founder of Axiom (https://www.axiom.xyz/), and Daniel Kang (  / daniel_d_kang  , Assistant Professor of computer science at UIUC (https://cs.illinois.edu/about/people/.... They discuss Yi and Daniel’s previous academic work and what led them to get interested in ZK topics and specifically ZK ML. They then dive into a discussion about 2 recent papers which examine the use of ZK within Machine Learning architectures. --------------- Here are some additional links for this episode: Episode 246: Adversarial Machine Learning Research with Florian Tramèr (https://zeroknowledge.fm/246-2/) Trustless Verification of Machine Learning (https://ddkang.github.io/blog/2022/10...) Efficient Verifiable Image Redacting based on zk-SNARKs (https://dl.acm.org/doi/10.1145/343321...) ZK-IMG: Attested Images via Zero-Knowledge Proofs to Fight Disinformation (https://arxiv.org/abs/2211.04775) Scaling up Trustless DNN Inference with Zero-Knowledge Proofs (https://arxiv.org/abs/2210.08674) Yi Sun’s Profile (https://yisun.io/) Daniel Kang’s Profile (https://ddkang.github.io/) --------------- Find out more about zkSummit9 here: (https://www.zksummit.com/). Apply for ZK Hack Lisbon here: (https://xng1lsio92y.typeform.com/zkha...) --------------- Aleo (https://www.aleo.org/) is a new Layer-1 blockchain that achieves the programmability of Ethereum, the privacy of Zcash, and the scalability of a rollup. Interested in building private applications? Check out Aleo’s programming language called Leo by visiting (https://developer.aleo.org/getting_st.... You can also participate in Aleo’s incentivized testnet3 by downloading and running a snarkOS node. No sign-up is necessary to participate. For questions, join their Discord at (  / discord  . --------------- *If you like what we do:* Find all our links here! @ZeroKnowledge | Linktree (https://linktr.ee/zeroknowledge) Subscribe to our podcast newsletter (https://zeroknowledge.substack.com) Follow us on Twitter @zeroknowledgefm (  / zeroknowledgefm  ) Join us on Telegram (https://zeroknowledge.fm/telegram) Catch us on YouTube (https://zeroknowledge.fm/)