Agentic data science with the Data Agent Kit
cloud.google.com·7h ago
AI Research
arXiv CS.AI·Aug 15·5 min read
TopoIntent: Compiling Security Intent into Executable, Compliance-Checked Network Topologies
TL;DR
TopoIntent is a system that translates security requirements into executable network topologies, ensuring compliance with security standards. It improves compliance satisfaction from 78% to 100% through structured generation and repair processes.
✦ Why It Matters
Implement TopoIntent to streamline your network security design process and ensure compliance with industry standards.
Key Takeaways
- Utilize TopoIntent for generating compliant network topologies.
- Leverage dense-vector search for retrieving reference architectures.
- Apply staged fusion for aligning security intent with templates.
- Conduct manual reviews for unresolved compliance issues.
How It Works
TopoIntent compiles security intent into network topologies by using a schema contract to constrain the generation process. It retrieves relevant reference architectures from a curated library through dense-vector search, ensuring that the generated topology aligns with specified security requirements.
The system employs staged fusion to match intent with templates, followed by compliance checks against CIS Controls v8.1.2. Any unresolved compliance issues are flagged for manual review, while structural gaps are repaired using additive schema-preserving edits.