SuiAudit

🛡️ AI-Powered Sui-Move Code Audit Solution

🎬 English Demo Video

🎬 Chinese Demo & System Architecture Detail Video

Visit our website: suiaudit.wal.app

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📄 Paper

• Can Small Models Beat Frontier LLMs? Introducing SuiAudit Pure1: Specialized Auditing via Extreme Low-Resource Fine-Tuning

🏆 Awards

• 🥈 2025 Sui Hackathon Mandarin - 2nd Place(HOH X | Linkedin post)

• 🥉 2025 Sui Taipei Dev Hackathon - 3rd Place(VisionM X | Linkedin post)

🚀 Why we build SuiAudit?

Although Sui's Move language is fast and secure, ecosystem partners still occasionally encounter security incidents. As a fast-growing public blockchain, a strong partner like SuiAudit can help projects build a safer Sui ecosystem!

Meeting Notes & Milestone

• Sep. 07, 2025 - Decide key functions(user report, parse string, sign check, AI smart contract check, security badge) and daily tasks in this week.
• Sep. 08, 2025 - Decide Team collaboration rules, ask for data authorization, and study how to implement sui sign check.
• Sep. 09, 2025 - Complete implement sui sign check.
• Sep. 10, 2025 - HOH weekly report, labeling, manually monitor and do cross verification while approve action in wallet.
• Sep. 11, 2025 - Implement chrome extension intercept network requests
• Sep. 12, 2025 - Implement AI risk-assessment analyzer
• Sep. 13, 2025 - Deploy to GCP, deploy to SUI testnet
• Sep. 14, 2025 - SUI Taipei Demo Day
• Sep. 15, 2025 - Update Pitch Deck
• Sep. 22, 2025 - Do ML research
• Sep. 26, 2025 - Design detail ML roadmap
• Sep. 27, 2025 - Design core team member recruit SOP
• Sep. 28, 2025 - Interview core team candidates. Introduce & assign tasks.
• Sep. 30, 2025 - Implement ML Phase 1 and Phase 2
• Oct. 07, 2025 - Discuss long-term goal
• Oct. 10, 2025 - Discuss ML code and dateset
• Oct. 14, 2025 - Rebrand and refine core features
• Oct. 22, 2025 - HOH x SUI Hackathon preparation
• Oct. 24, 2025 - Team Direction Alignment
• Nov. 07, 2025 - Sui-Move security paper study session
• Nov. 08, 2025 - Walrus Hackathon task planning and assignment
• Nov. 11, 2025 - Data Format Discussion, Sui Move Smart Contract Study
• Nov. 13, 2025 - Data & Testing Method Discussion, Task Detail Planning
• Nov. 16, 2025 - Identify general LLM hallucination toward Sui-Move smart contract
• Nov. 18, 2025 - Discussion on Walrus and Seal implementation
• Nov. 19, 2025 - Walrus Hackathon sync-up
• Nov. 21, 2025 - Debug for issuing subscription NFT using Seal
• Nov. 22, 2025 - Integration on payment feature for Walrus haulout Hackathon
• Nov. 23, 2025 - Integration test for Walrus haulout Hackathon
• Nov. 24, 2025 - Finalize Walrus demo video
• Dec. 05, 2025 - Interview a candidate, including Sui-move, DeFi, test.
• Dec. 09, 2025 - Define 2 kinds of SuiAudit models, and introduce them in the meeting.
• Dec. 17, 2025 - Pure1 model - Add 30 row data.
• Dec. 24, 2025 - Pure1 model - Add 40 row data.
• Jan. 07, 2026 - Pure1 model - VSCode User Flow changed(plan to add Static Analysis), and refactor data sheet.
• Jan. 16, 2026 - Pure1 model - 5-fold cross validation, and better accuracy on 6+1 main classes.
• Jan. 21, 2026 - Pure1 model - training and get more row data.
• Jan. 28, 2026 - Pure1 model - Add 25 row data.
• Feb. 08, 2026 - submit paper(SuiAudit Pure1) to TechRxiv.
• Feb. 18, 2026 - resubmit paper (SuiAudit Pure1) to TechRxiv. (due to other reason - author's profile seeting become public).
• Feb. 19, 2026 - Move this repo to Org(SuiAuditLab/suiaudit) from Personal(k66inthesky/suiaudit).
• Feb 26, 2026 - paper(SuiAudit Pure1) get accepted at TechRxiv.

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Features

See Presentation

Installation

See extension/Readme.md&backend/Readme.md

Join Us!

We welcome you to raise issues or create pull requests to help improve SuiAudit!

Contribution Guidelines

1. Fork this repo
2. Create your branch (git checkout -b feature/AmazingFeature)
3. Create commit(git commit -m 'Add some AmazingFeature')
4. Push your branch to remote repo(git push origin feature/AmazingFeature)
5. Create Pull Request

Submit Issues

If you want to submit any suggestions or have any questions, feel free to raise an issue. Before you raise an issue, kindly do:

• Check existing issues to avoid any duplicates
• Use Issue template to avoid any duplicates
• Let us know your thoughts on error handling

Core Team

👨‍💻 k66 - Sui-Move labeling, ML, System Design, Full-Stack, DevOps

👨‍💻 Emily - Frontend, UI/UX, System Design

👨‍💻 Brian - ML, Sui-Move labeling

Colab or Grant?

Please email to suiaudit.ai@gmail.com with a subject: [SuiAudit] Colab or Grant

Want to join SuiAudit Lab?

If you are insterested in these 2 positions: Ecosystem & growth leader, Security Researcher(Sui-Move).

Please email to suiaudit.ai@gmail.com with a subject: [SuiAudit] Member/Volunteer Application

License

Apache License 2.0, see LICENSE.

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Built with ❤️ for the SUI Community