ZK/SEC Research notes from zkSecurity
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educative · MPC

zkSecurity x Bain Capital (Whiteboard Session): Unveiling the Power of Multi-Party Computation

We're excited to announce our participation in Bain Capital Crypto's Whiteboards series!

In the inaugural episode, David teams up with Guillermo Angeris, Bain Capital Crypto's Head of Research, to delve into the fascinating world of Multi-Party Computation (MPC).

Watch the full episode and explore the cutting-edge of multi-party computations.

mpc part 1

part 1: additively-shared secrets in arithmetic circuits.

mpc part 2

part 2: Shamir Secret Sharing and multiplications.

Need auditors to look at your MPC stack? Get in touch with us: hello@zksecurity.xyz.

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The Year Finding and Exploiting Bugs Became Cheap, and What to Do About It

The economics of security have changed. AI has made finding and exploiting bugs cheaper, including in cryptographic and zero-knowledge code, while validation and remediation remain slow. Here is our view of what happened, what comes next, and how teams should change the way they secure their stack to defend against AI-assisted attackers.

Stefanos Chaliasos · September 07, 2026

Variants of KZG: Part V, Multilinear Commitments with Mercury

In this final post of the series, we extend univariate KZG commitments to multilinear polynomials through Mercury. Building on Gemini, we fold half of the variables at once, use polynomial division to bind this large fold to the original commitment and reduce the remaining multilinear evaluations to a batched inner product check. We then walk through the end-to-end opening protocol. We conclude by examining its proof size, prover cost and verifier cost.

Varun Thakore · August 17, 2026

Variants of KZG: Part IV, Multilinear Commitments with Gemini

In this blog post, we extend univariate KZG commitments to multilinear polynomials through Gemini. We introduce recursive partial evaluations, derive the split-and-fold identity and express each fold as a univariate identity that can be checked using KZG openings. We then walk through the end-to-end opening protocol. We conclude by examining its proof size, prover cost, and verifier cost.

Varun Thakore · August 12, 2026
Recommended

A Gentle Introduction to the MPC-in-the-Head Transformation

In this blog post, we dive into the fascinating world of zero-knowledge proofs using the MPC-in-the-Head transformation, a clever method that constructs proof systems from any secure multiparty computation protocol. Originally proposed in 2007, this transformation uses a creative approach involving "imaginary parties" to prove knowledge without revealing it. We explain how this technique can be applied to develop post-quantum signature schemes, providing insights into its practical implications and efficiency. By exploring these concepts, readers will uncover a unique intersection of cryptography and computer science.

Giorgio Dell'Immagine · February 20, 2025

Watch what we have to say about ZK security in the Node Guardians season 2 episode 1

Catch our cofounder David Wong on the latest episode of Node Guardians, where he chats about ZK security with Sam. Dive into the intriguing world of blockchain auditing, uncover the role math plays, and explore how auditors tackle challenges and rate vulnerabilities. Plus, get insights into the usefulness of formal verification. It's a must-watch for anyone curious about the future of ZK and the nitty-gritty of blockchain security!

ZK/SEC · August 31, 2023

noname meets Ethereum: Integration with SnarkJS

We're excited to share that our programming language, noname, now supports R1CS, making it easier to write zero-knowledge (ZK) circuits and deploy them on Ethereum using SnarkJS. This update introduces an alternative to the common Circom language, with a simple and intuitive syntax inspired by Rust and Golang. In this post, we illustrate how to deploy a noname-based Sudoku circuit on Ethereum, demonstrating core benefits like proving a solution's correctness without revealing it. Dive in to explore how noname could potentially unify the fragmented zkSNARK ecosystem and simplify your circuit writing process!

Katat Choi · June 01, 2024
More to explore

Archetype x zkSecurity - Proof in the Pudding: Introduction to Data Availability (Sampling)

In the latest "Proof is in the Pudding" session, we team up with Archetype to break down the essentials of Data Availability Sampling. We dive into how rollups and Ethereum's DA system work, explore the role of DA chains, and touch on the basics of verifiable sharding. This introduction is perfect for anyone curious about the foundations of data availability sampling and how these concepts are playing out in the blockchain world.

ZK/SEC · October 02, 2025

Improving the Security of the Jolt zkVM

We recently explored a16z’s Jolt zkVM to bolster its security, discovering significant bugs in the process. Our findings revealed vulnerabilities that could allow malicious provers to forge proofs, highlighting the crucial role of manual reviews in catching these issues. Jolt, with its unique approach using the Lasso lookup technique, aims to improve prover efficiency and system scalability. With these bugs now fixed, this work underscores the importance of thorough audits in ensuring the reliability of advanced zkVM technology. Stay tuned as we continue to delve into zkVM security insights.

Suneal Gong, Imam Al-Fath · November 19, 2024

Announcing the S-two Book

We're thrilled to share our collaboration with Starkware on the S-two book. If you're curious about writing AIRs with the S-two prover, implementing Cairo AIR in S-two, or how Circle STARKs are utilized, this post is for you. Dive in to explore these insights and deepen your understanding of these fascinating topics.

Jason Park, Varun Thakore · November 11, 2025