{
  "score": 58,
  "grade": "D",
  "gradeLabel": "Significant security risks",
  "totalFindings": 22,
  "totalDepVulns": 0,
  "categories": {
    "secrets": {
      "label": "Secrets",
      "findingCount": 0,
      "deduction": 0,
      "counts": {
        "critical": 0,
        "high": 0,
        "medium": 0,
        "low": 0
      }
    },
    "injection": {
      "label": "Code Vulnerabilities",
      "findingCount": 3,
      "deduction": 9,
      "counts": {
        "critical": 0,
        "high": 0,
        "medium": 3,
        "low": 0
      }
    },
    "deps": {
      "label": "Dependencies",
      "findingCount": 0,
      "deduction": 0,
      "counts": {
        "critical": 0,
        "high": 0,
        "medium": 0,
        "low": 0
      }
    },
    "auth": {
      "label": "Auth & Access Control",
      "findingCount": 0,
      "deduction": 0,
      "counts": {
        "critical": 0,
        "high": 0,
        "medium": 0,
        "low": 0
      }
    },
    "config": {
      "label": "Configuration",
      "findingCount": 4,
      "deduction": 10,
      "counts": {
        "critical": 0,
        "high": 4,
        "medium": 0,
        "low": 0
      }
    },
    "supply-chain": {
      "label": "Supply Chain",
      "findingCount": 1,
      "deduction": 3,
      "counts": {
        "critical": 0,
        "high": 0,
        "medium": 1,
        "low": 0
      }
    },
    "api": {
      "label": "API Security",
      "findingCount": 3,
      "deduction": 10,
      "counts": {
        "critical": 0,
        "high": 3,
        "medium": 0,
        "low": 0
      }
    },
    "llm": {
      "label": "AI/LLM Security",
      "findingCount": 11,
      "deduction": 10,
      "counts": {
        "critical": 0,
        "high": 0,
        "medium": 11,
        "low": 0
      }
    }
  },
  "findings": [
    {
      "file": "/code/xf/GIA/Dockerfile",
      "line": 25,
      "severity": "high",
      "category": "config",
      "rule": "DOCKER_RUN_AS_ROOT",
      "title": "Docker: Running as Root",
      "description": "No USER instruction found. Container runs as root by default.",
      "fix": "Add USER nonroot before CMD/ENTRYPOINT",
      "cwe": "CWE-250",
      "owasp": "A05:2021"
    },
    {
      "file": "/code/xf/GIA/Dockerfile",
      "line": 28,
      "severity": "high",
      "category": "config",
      "rule": "DOCKER_RUN_AS_ROOT",
      "title": "Docker: Running as Root",
      "description": "No USER instruction found. Container runs as root by default.",
      "fix": "Add USER nonroot before CMD/ENTRYPOINT",
      "cwe": "CWE-250",
      "owasp": "A05:2021"
    },
    {
      "file": "/code/xf/GIA/Dockerfile",
      "line": 30,
      "severity": "high",
      "category": "config",
      "rule": "DOCKER_RUN_AS_ROOT",
      "title": "Docker: Running as Root",
      "description": "No USER instruction found. Container runs as root by default.",
      "fix": "Add USER nonroot before CMD/ENTRYPOINT",
      "cwe": "CWE-250",
      "owasp": "A05:2021"
    },
    {
      "file": "/code/xf/GIA/Dockerfile",
      "line": 31,
      "severity": "high",
      "category": "config",
      "rule": "DOCKER_RUN_AS_ROOT",
      "title": "Docker: Running as Root",
      "description": "No USER instruction found. Container runs as root by default.",
      "fix": "Add USER nonroot before CMD/ENTRYPOINT",
      "cwe": "CWE-250",
      "owasp": "A05:2021"
    },
    {
      "file": "/code/xf/GIA/core/clients/whatsapp.py",
      "line": 3398,
      "severity": "high",
      "category": "api",
      "rule": "API_UPLOAD_NO_TYPE_CHECK",
      "title": "API: File Upload Without Type Validation",
      "description": "File upload using original filename without type validation.",
      "fix": "Validate file extension and MIME type. Generate random filenames for storage.",
      "cwe": "CWE-434",
      "owasp": "A04:2021"
    },
    {
      "file": "/code/xf/GIA/core/clients/xmpp.py",
      "line": 57,
      "severity": "high",
      "category": "api",
      "rule": "API_UPLOAD_NO_TYPE_CHECK",
      "title": "API: File Upload Without Type Validation",
      "description": "File upload using original filename without type validation.",
      "fix": "Validate file extension and MIME type. Generate random filenames for storage.",
      "cwe": "CWE-434",
      "owasp": "A04:2021"
    },
    {
      "file": "/code/xf/GIA/core/security/attachments.py",
      "line": 83,
      "severity": "high",
      "category": "api",
      "rule": "API_UPLOAD_NO_TYPE_CHECK",
      "title": "API: File Upload Without Type Validation",
      "description": "File upload using original filename without type validation.",
      "fix": "Validate file extension and MIME type. Generate random filenames for storage.",
      "cwe": "CWE-434",
      "owasp": "A04:2021"
    },
    {
      "file": "/code/xf/GIA/core/tests/test_attachment_security.py",
      "line": 29,
      "severity": "medium",
      "category": "ssrf",
      "rule": "SSRF_INTERNAL_IP",
      "title": "SSRF: Internal IP Pattern",
      "description": "Internal IP address in code. Verify it is not reachable via user-controlled URLs.",
      "fix": "Block private IP ranges in URL validation for user-supplied URLs",
      "cwe": "CWE-918",
      "owasp": "A10:2021"
    },
    {
      "file": "/code/xf/GIA/core/tests/test_attachment_security.py",
      "line": 34,
      "severity": "medium",
      "category": "ssrf",
      "rule": "SSRF_INTERNAL_IP",
      "title": "SSRF: Internal IP Pattern",
      "description": "Internal IP address in code. Verify it is not reachable via user-controlled URLs.",
      "fix": "Block private IP ranges in URL validation for user-supplied URLs",
      "cwe": "CWE-918",
      "owasp": "A10:2021"
    },
    {
      "file": "/code/xf/GIA/core/tests/test_attachment_security.py",
      "line": 35,
      "severity": "medium",
      "category": "ssrf",
      "rule": "SSRF_INTERNAL_IP",
      "title": "SSRF: Internal IP Pattern",
      "description": "Internal IP address in code. Verify it is not reachable via user-controlled URLs.",
      "fix": "Block private IP ranges in URL validation for user-supplied URLs",
      "cwe": "CWE-918",
      "owasp": "A10:2021"
    },
    {
      "file": "/code/xf/GIA/requirements.txt",
      "line": 23,
      "severity": "medium",
      "category": "supply-chain",
      "rule": "UNPINNED_PYTHON_DEP",
      "title": "Unpinned Python Dependency: ./vendor/django-crud-mixins",
      "description": "Python dependency without version pin. Pin to a specific version for reproducible builds.",
      "fix": "Pin version: ./vendor/django-crud-mixins==x.y.z",
      "cwe": null,
      "owasp": null
    },
    {
      "file": "/code/xf/GIA/core/clients/signalapi.py",
      "line": 411,
      "severity": "medium",
      "category": "llm",
      "rule": "LLM_NO_OUTPUT_FILTER",
      "title": "LLM Output Without Filtering",
      "description": "LLM output used directly without filtering. May contain sensitive info or hallucinations.",
      "fix": "Filter LLM output before displaying: remove PII, validate against expected format",
      "cwe": "CWE-200",
      "owasp": "LLM02"
    },
    {
      "file": "/code/xf/GIA/core/views/osint.py",
      "line": 739,
      "severity": "medium",
      "category": "llm",
      "rule": "LLM_RAG_NO_VALIDATION",
      "title": "RAG Pipeline Without Input Validation",
      "description": "User input passed directly to vector search/embedding without validation.",
      "fix": "Validate and sanitize input before embedding. Limit query length.",
      "cwe": "CWE-20",
      "owasp": "LLM08"
    },
    {
      "file": "/code/xf/GIA/core/views/osint.py",
      "line": 744,
      "severity": "medium",
      "category": "llm",
      "rule": "LLM_RAG_NO_VALIDATION",
      "title": "RAG Pipeline Without Input Validation",
      "description": "User input passed directly to vector search/embedding without validation.",
      "fix": "Validate and sanitize input before embedding. Limit query length.",
      "cwe": "CWE-20",
      "owasp": "LLM08"
    },
    {
      "file": "/code/xf/GIA/core/views/osint.py",
      "line": 758,
      "severity": "medium",
      "category": "llm",
      "rule": "LLM_RAG_NO_VALIDATION",
      "title": "RAG Pipeline Without Input Validation",
      "description": "User input passed directly to vector search/embedding without validation.",
      "fix": "Validate and sanitize input before embedding. Limit query length.",
      "cwe": "CWE-20",
      "owasp": "LLM08"
    },
    {
      "file": "/code/xf/GIA/core/views/osint.py",
      "line": 850,
      "severity": "medium",
      "category": "llm",
      "rule": "LLM_RAG_NO_VALIDATION",
      "title": "RAG Pipeline Without Input Validation",
      "description": "User input passed directly to vector search/embedding without validation.",
      "fix": "Validate and sanitize input before embedding. Limit query length.",
      "cwe": "CWE-20",
      "owasp": "LLM08"
    },
    {
      "file": "/code/xf/GIA/core/views/osint.py",
      "line": 1377,
      "severity": "medium",
      "category": "llm",
      "rule": "LLM_RAG_NO_VALIDATION",
      "title": "RAG Pipeline Without Input Validation",
      "description": "User input passed directly to vector search/embedding without validation.",
      "fix": "Validate and sanitize input before embedding. Limit query length.",
      "cwe": "CWE-20",
      "owasp": "LLM08"
    },
    {
      "file": "/code/xf/GIA/core/views/osint.py",
      "line": 1382,
      "severity": "medium",
      "category": "llm",
      "rule": "LLM_RAG_NO_VALIDATION",
      "title": "RAG Pipeline Without Input Validation",
      "description": "User input passed directly to vector search/embedding without validation.",
      "fix": "Validate and sanitize input before embedding. Limit query length.",
      "cwe": "CWE-20",
      "owasp": "LLM08"
    },
    {
      "file": "/code/xf/GIA/core/views/osint.py",
      "line": 1396,
      "severity": "medium",
      "category": "llm",
      "rule": "LLM_RAG_NO_VALIDATION",
      "title": "RAG Pipeline Without Input Validation",
      "description": "User input passed directly to vector search/embedding without validation.",
      "fix": "Validate and sanitize input before embedding. Limit query length.",
      "cwe": "CWE-20",
      "owasp": "LLM08"
    },
    {
      "file": "/code/xf/GIA/core/views/signal.py",
      "line": 189,
      "severity": "medium",
      "category": "llm",
      "rule": "LLM_NO_OUTPUT_FILTER",
      "title": "LLM Output Without Filtering",
      "description": "LLM output used directly without filtering. May contain sensitive info or hallucinations.",
      "fix": "Filter LLM output before displaying: remove PII, validate against expected format",
      "cwe": "CWE-200",
      "owasp": "LLM02"
    },
    {
      "file": "/code/xf/GIA/core/views/signal.py",
      "line": 197,
      "severity": "medium",
      "category": "llm",
      "rule": "LLM_NO_OUTPUT_FILTER",
      "title": "LLM Output Without Filtering",
      "description": "LLM output used directly without filtering. May contain sensitive info or hallucinations.",
      "fix": "Filter LLM output before displaying: remove PII, validate against expected format",
      "cwe": "CWE-200",
      "owasp": "LLM02"
    },
    {
      "file": "/code/xf/GIA/core/views/signal.py",
      "line": 206,
      "severity": "medium",
      "category": "llm",
      "rule": "LLM_NO_OUTPUT_FILTER",
      "title": "LLM Output Without Filtering",
      "description": "LLM output used directly without filtering. May contain sensitive info or hallucinations.",
      "fix": "Filter LLM output before displaying: remove PII, validate against expected format",
      "cwe": "CWE-200",
      "owasp": "LLM02"
    }
  ],
  "depVulns": [],
  "remediationPlan": [
    {
      "priority": 1,
      "severity": "high",
      "category": "config",
      "categoryLabel": "CONFIGURATION",
      "title": "Docker: Running as Root",
      "file": "Dockerfile:25",
      "action": "Add USER nonroot before CMD/ENTRYPOINT",
      "effort": "low"
    },
    {
      "priority": 2,
      "severity": "high",
      "category": "config",
      "categoryLabel": "CONFIGURATION",
      "title": "Docker: Running as Root",
      "file": "Dockerfile:28",
      "action": "Add USER nonroot before CMD/ENTRYPOINT",
      "effort": "low"
    },
    {
      "priority": 3,
      "severity": "high",
      "category": "config",
      "categoryLabel": "CONFIGURATION",
      "title": "Docker: Running as Root",
      "file": "Dockerfile:30",
      "action": "Add USER nonroot before CMD/ENTRYPOINT",
      "effort": "low"
    },
    {
      "priority": 4,
      "severity": "high",
      "category": "config",
      "categoryLabel": "CONFIGURATION",
      "title": "Docker: Running as Root",
      "file": "Dockerfile:31",
      "action": "Add USER nonroot before CMD/ENTRYPOINT",
      "effort": "low"
    },
    {
      "priority": 5,
      "severity": "high",
      "category": "api",
      "categoryLabel": "API SECURITY",
      "title": "API: File Upload Without Type Validation",
      "file": "core/clients/whatsapp.py:3398",
      "action": "Validate file extension and MIME type. Generate random filenames for storage.",
      "effort": "medium"
    },
    {
      "priority": 6,
      "severity": "high",
      "category": "api",
      "categoryLabel": "API SECURITY",
      "title": "API: File Upload Without Type Validation",
      "file": "core/clients/xmpp.py:57",
      "action": "Validate file extension and MIME type. Generate random filenames for storage.",
      "effort": "medium"
    },
    {
      "priority": 7,
      "severity": "high",
      "category": "api",
      "categoryLabel": "API SECURITY",
      "title": "API: File Upload Without Type Validation",
      "file": "core/security/attachments.py:83",
      "action": "Validate file extension and MIME type. Generate random filenames for storage.",
      "effort": "medium"
    },
    {
      "priority": 8,
      "severity": "medium",
      "category": "ssrf",
      "categoryLabel": "SSRF",
      "title": "SSRF: Internal IP Pattern",
      "file": "core/tests/test_attachment_security.py:29",
      "action": "Block private IP ranges in URL validation for user-supplied URLs",
      "effort": "medium"
    },
    {
      "priority": 9,
      "severity": "medium",
      "category": "ssrf",
      "categoryLabel": "SSRF",
      "title": "SSRF: Internal IP Pattern",
      "file": "core/tests/test_attachment_security.py:34",
      "action": "Block private IP ranges in URL validation for user-supplied URLs",
      "effort": "medium"
    },
    {
      "priority": 10,
      "severity": "medium",
      "category": "ssrf",
      "categoryLabel": "SSRF",
      "title": "SSRF: Internal IP Pattern",
      "file": "core/tests/test_attachment_security.py:35",
      "action": "Block private IP ranges in URL validation for user-supplied URLs",
      "effort": "medium"
    },
    {
      "priority": 11,
      "severity": "medium",
      "category": "supply-chain",
      "categoryLabel": "SUPPLY CHAIN",
      "title": "Unpinned Python Dependency: ./vendor/django-crud-mixins",
      "file": "requirements.txt:23",
      "action": "Pin version: ./vendor/django-crud-mixins==x.y.z",
      "effort": "medium"
    },
    {
      "priority": 12,
      "severity": "medium",
      "category": "llm",
      "categoryLabel": "AI/LLM SECURITY",
      "title": "LLM Output Without Filtering",
      "file": "core/clients/signalapi.py:411",
      "action": "Filter LLM output before displaying: remove PII, validate against expected format",
      "effort": "high"
    },
    {
      "priority": 13,
      "severity": "medium",
      "category": "llm",
      "categoryLabel": "AI/LLM SECURITY",
      "title": "RAG Pipeline Without Input Validation",
      "file": "core/views/osint.py:739",
      "action": "Validate and sanitize input before embedding. Limit query length.",
      "effort": "high"
    },
    {
      "priority": 14,
      "severity": "medium",
      "category": "llm",
      "categoryLabel": "AI/LLM SECURITY",
      "title": "RAG Pipeline Without Input Validation",
      "file": "core/views/osint.py:744",
      "action": "Validate and sanitize input before embedding. Limit query length.",
      "effort": "high"
    },
    {
      "priority": 15,
      "severity": "medium",
      "category": "llm",
      "categoryLabel": "AI/LLM SECURITY",
      "title": "RAG Pipeline Without Input Validation",
      "file": "core/views/osint.py:758",
      "action": "Validate and sanitize input before embedding. Limit query length.",
      "effort": "high"
    },
    {
      "priority": 16,
      "severity": "medium",
      "category": "llm",
      "categoryLabel": "AI/LLM SECURITY",
      "title": "RAG Pipeline Without Input Validation",
      "file": "core/views/osint.py:850",
      "action": "Validate and sanitize input before embedding. Limit query length.",
      "effort": "high"
    },
    {
      "priority": 17,
      "severity": "medium",
      "category": "llm",
      "categoryLabel": "AI/LLM SECURITY",
      "title": "RAG Pipeline Without Input Validation",
      "file": "core/views/osint.py:1377",
      "action": "Validate and sanitize input before embedding. Limit query length.",
      "effort": "high"
    },
    {
      "priority": 18,
      "severity": "medium",
      "category": "llm",
      "categoryLabel": "AI/LLM SECURITY",
      "title": "RAG Pipeline Without Input Validation",
      "file": "core/views/osint.py:1382",
      "action": "Validate and sanitize input before embedding. Limit query length.",
      "effort": "high"
    },
    {
      "priority": 19,
      "severity": "medium",
      "category": "llm",
      "categoryLabel": "AI/LLM SECURITY",
      "title": "RAG Pipeline Without Input Validation",
      "file": "core/views/osint.py:1396",
      "action": "Validate and sanitize input before embedding. Limit query length.",
      "effort": "high"
    },
    {
      "priority": 20,
      "severity": "medium",
      "category": "llm",
      "categoryLabel": "AI/LLM SECURITY",
      "title": "LLM Output Without Filtering",
      "file": "core/views/signal.py:189",
      "action": "Filter LLM output before displaying: remove PII, validate against expected format",
      "effort": "high"
    },
    {
      "priority": 21,
      "severity": "medium",
      "category": "llm",
      "categoryLabel": "AI/LLM SECURITY",
      "title": "LLM Output Without Filtering",
      "file": "core/views/signal.py:197",
      "action": "Filter LLM output before displaying: remove PII, validate against expected format",
      "effort": "high"
    },
    {
      "priority": 22,
      "severity": "medium",
      "category": "llm",
      "categoryLabel": "AI/LLM SECURITY",
      "title": "LLM Output Without Filtering",
      "file": "core/views/signal.py:206",
      "action": "Filter LLM output before displaying: remove PII, validate against expected format",
      "effort": "high"
    }
  ],
  "recon": {
    "frameworks": [
      "django"
    ],
    "languages": [
      "python"
    ],
    "apiRoutes": [
      "app/urls.py",
      "core/management/commands/backfill_xmpp_attachment_urls.py"
    ],
    "authPatterns": [],
    "databases": [],
    "cloudProviders": [],
    "frontendExposure": [],
    "packageManagers": [
      "pip"
    ],
    "cicd": [],
    "hasDockerfile": true,
    "hasTerraform": false,
    "hasKubernetes": false,
    "envFiles": [],
    "configFiles": []
  },
  "agents": [
    {
      "agent": "InjectionTester",
      "category": "injection",
      "findingCount": 0,
      "success": true
    },
    {
      "agent": "AuthBypassAgent",
      "category": "auth",
      "findingCount": 0,
      "success": true
    },
    {
      "agent": "SSRFProber",
      "category": "ssrf",
      "findingCount": 3,
      "success": true
    },
    {
      "agent": "SupplyChainAudit",
      "category": "supply-chain",
      "findingCount": 1,
      "success": true
    },
    {
      "agent": "ConfigAuditor",
      "category": "config",
      "findingCount": 4,
      "success": true
    },
    {
      "agent": "LLMRedTeam",
      "category": "llm",
      "findingCount": 11,
      "success": true
    },
    {
      "agent": "MobileScanner",
      "category": "mobile",
      "findingCount": 0,
      "success": true
    },
    {
      "agent": "GitHistoryScanner",
      "category": "history",
      "findingCount": 0,
      "success": true
    },
    {
      "agent": "CICDScanner",
      "category": "cicd",
      "findingCount": 0,
      "success": true
    },
    {
      "agent": "APIFuzzer",
      "category": "api",
      "findingCount": 3,
      "success": true
    }
  ]
}