ZKML: Verifiable Machine Learning using Zero-Knowledge Proof

Blockchain

4/8/2025

·

7

Minutes Read

# ZKML: Verifiable Machine Learning using Zero-Knowledge Proof

Blockchain

4/8/2025

·

6

Minutes Read

![](https://cdn.prod.website-files.com/67711be5796275bf61eaabfc/68651752e167257d71328777_thumbnail_joo-200x200.avif)![](https://cdn.prod.website-files.com/672b73a514e25dd5c8889d38/67b34f323b46343d1e381e72_ico.svg)

Joo Yeon Cho

Blockchain Expert

[Find out more](https://kudelskisecurity.com/team-members/joo-yeon-cho)

table of contents

- [Introduction](https://kudelskisecurity.com/modern-ciso-blog/zkml-verifiable-machine-learning-using-zero-knowledge-proof#toc-introduction)
- [Why Verifying Machine Learning Models Is So Hard](https://kudelskisecurity.com/modern-ciso-blog/zkml-verifiable-machine-learning-using-zero-knowledge-proof#toc-why-verifying-machine-learning-models-is-so-hard)
- [Practical Implementations of ZKML](https://kudelskisecurity.com/modern-ciso-blog/zkml-verifiable-machine-learning-using-zero-knowledge-proof#toc-practical-implementations-of-zkml)
- [Key Challenges to Widespread Adoption](https://kudelskisecurity.com/modern-ciso-blog/zkml-verifiable-machine-learning-using-zero-knowledge-proof#toc-key-challenges-to-widespread-adoption)
- [Conclusion: The Future of Trustworthy AI](https://kudelskisecurity.com/modern-ciso-blog/zkml-verifiable-machine-learning-using-zero-knowledge-proof#toc-conclusion:-the-future-of-trustworthy-ai)

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## Introduction

Zero-Knowledge Machine Learning (ZKML) is an emerging technology that combines zero-knowledge proofs (ZKPs) with machine learning algorithms to enable privacy-preserving machine learning and verifiable AI models. It solves key privacy and trust challenges in conventional ML systems.

At its core, zero-knowledge proofs allow for the verifica

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