{
  "id": "topic:knowledge-access-control",
  "_kind": "Topic",
  "_file": "domain/topics/topics-knowledge-patterns.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Knowledge Access Control",
    "description": "Knowledge Access Control as a cross-cutting topic — row-level security\nand permission-aware retrieval in knowledge systems. Covers inheriting\naccess permissions from source systems (only retrieve Confluence pages\nthe user can see), role-based knowledge partitioning (engineering sees\ncode context, sales sees deal context), metadata-based filtering in\nvector stores, document-level ACLs in RAG pipelines, and the security\nchallenge of preventing knowledge leakage through semantic similarity\n(a nearby vector might expose restricted content even if the exact\ndocument is filtered).\n"
  },
  "outgoingEdges": [
    {
      "from": "topic:knowledge-access-control",
      "to": "domain:software-engineering",
      "kind": "applies_to"
    },
    {
      "from": "topic:knowledge-access-control",
      "to": "specialization:ai-agents-conversational",
      "kind": "applies_to"
    }
  ],
  "incomingEdges": [
    {
      "from": "domain:knowledge-management",
      "to": "topic:knowledge-access-control",
      "kind": "contains"
    },
    {
      "from": "topic:company-brain",
      "to": "topic:knowledge-access-control",
      "kind": "related_topics"
    },
    {
      "from": "topic:knowledge-fabric-architecture",
      "to": "topic:knowledge-access-control",
      "kind": "related_topics"
    },
    {
      "from": "topic:memory-scoping",
      "to": "topic:knowledge-access-control",
      "kind": "related_topics"
    },
    {
      "from": "topic:memory-security",
      "to": "topic:knowledge-access-control",
      "kind": "related_topics"
    }
  ]
}