Atlas · GenAI 2026
Secure RAG
Secure RAG (permission-aware, RBAC)
conceptPeak: 2025AI Application SecurityAI consensus: 2/3
Prerequisites
Permission-aware retrieval is a security layer ON TOP of a RAG pipeline — you must understand the pipeline to secure it
- mediumPrompt Injection Defense
Securing RAG involves defending against prompt injection attacks that attempt to bypass retrieval permission boundaries
Recommended reference
OWASP (2025) 'LLM Top 10: LLM06 Sensitive Information Disclosure' — covers RAG security threats; plus Weaviate (2024) 'Multi-tenancy and RBAC in Vector Databases'
Notes from AI deep research
Anthropic Opus
Permission-aware retrieval, RBAC na wektorach. Retrieval moze ujawniac dane — krytyczne
OpenAI Deep Research
Polityki dostępu i testy na wycieki [OA#37]
Google Deep Think
Warstwa uprawnień, Active Directory [G#90]
Related skills
- → is subcategory of: Retrieval-Augmented Generation(3/3)
- → is part of: AI Data Security(2/3)