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Where ZK and ML intersect with Yi Sun and Daniel Kang

February 22, 2023
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Zero Knowledge

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This week, https://twitter.com/annarrose (Anna Rose) and https://twitter.com/tarunchitra (Tarun Chitra) dive back into the topic of ZK ML with guests https://twitter.com/theyisun (Yi Sun), co-founder of https://www.axiom.xyz/ (Axiom), and https://twitter.com/daniel_d_kang (Daniel Kang), Assistant Professor of computer science at https://cs.illinois.edu/about/people/faculty/ddkang (UIUC). 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: https://zeroknowledge.fm/246-2/ (Episode 246: Adversarial Machine Learning Research with Florian Tramèr) https://ddkang.github.io/blog/2022/10/18/trustless/ (Trustless Verification of Machine Learning) https://dl.acm.org/doi/10.1145/3433210.3453110 (Efficient Verifiable Image Redacting based on zk-SNARKs) https://arxiv.org/abs/2211.04775 (ZK-IMG: Attested Images via Zero-Knowledge Proofs to Fight Disinformation) https://arxiv.org/abs/2210.08674 (Scaling up Trustless DNN Inference with Zero-Knowledge Proofs) https://yisun.io/ (Yi Sun’s Profile) https://ddkang.github.io/ (Daniel Kang’s Profile) Apply for ZK Hack Lisbon here: https://xng1lsio92y.typeform.com/zkhacklisbon?typeform-source=zkhack.dev (ZK Hack application) https://www.aleo.org/ (Aleo) 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_started/ (http://developer.aleo.org). 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 https://discord.com/invite/aleohq (aleo.org/discord). If you like what we do: Find all our links here! https://linktr.ee/zeroknowledge (@ZeroKnowledge | Linktree) Subscribe to our https://zeroknowledge.substack.com (podcast newsletter) Follow us on Twitter https://twitter.com/zeroknowledgefm (@zeroknowledgefm) Join us on https://zeroknowledge.fm/telegram (Telegram) Catch us on https://zeroknowledge.fm/ (Youtube)