Proposal: hBrain - AI-Driven Security Layer for Canton Ecosystem

Development Fund Proposal Submission

Proposal file: https://github.com/asubocheva-hp/canton-dev-fund/blob/main/proposals/hBrain.md

Summary

This proposal introduces hBrain, an AI-driven security system designed to enhance the security of the Canton ecosystem.

hBrain provides automated vulnerability detection, AI-based risk analysis, and security triage based on a dataset of over 50,000 real-world vulnerabilities. The goal is to provide shared security infrastructure that improves the reliability and resilience of applications built on Canton.

Checklist

• Proposal file added under /proposals/
• Milestones and funding amounts defined
• Acceptance criteria included
• Alignment with Canton priorities described

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Notes for Reviewers

• This proposal introduces shared security infrastructure, not a single application
• The solution is designed for integration into developer workflows and ecosystem tooling
• We are open to technical feedback and alignment discussions with the Tech & Ops Committee
• A detailed pitch deck is available here:
  https://docsend.com/v/ws7zz/hbrain