{
  "id": "lib-process:security-research--ai-ml-security-research",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "ai-ml-security-research",
    "description": "Security research for AI/ML systems including adversarial attacks, model extraction,\ndata poisoning, and prompt injection vulnerabilities. Covers both traditional ML and LLM security\nconcerns.",
    "libraryPath": "library/specializations/security-research/ai-ml-security-research.js",
    "specialization": "security-research",
    "references": [
      "- OWASP LLM Top 10: https://owasp.org/www-project-top-10-for-large-language-model-applications/\n- Adversarial Robustness Toolbox: https://github.com/Trusted-AI/adversarial-robustness-toolbox"
    ],
    "example": "const result = await orchestrate('specializations/security-research/ai-ml-security-research', {\n  projectName: 'LLM Security Assessment',\n  modelType: 'llm',\n  targetModel: { endpoint: 'https://api.example.com/v1/chat' }\n});",
    "usesAgents": [
      "vuln-researcher",
      "security-report-writer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:security-research--ai-ml-security-research",
      "to": "domain:cybersecurity",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:security-research--ai-ml-security-research",
      "to": "workflow:vulnerability-management",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:security-research--ai-ml-security-research",
      "to": "specialization:security-research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:security-research--ai-ml-security-research",
      "to": "lib-agent:security-research--vuln-researcher",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:security-research--ai-ml-security-research",
      "to": "lib-agent:security-research--security-report-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}