securecode-web/canonical_counts.json at main · scthornton/securecode-web · GitHub

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{
  "version": "2.0",
  "generated_date": "2025-12-16",
  "dataset_stats": {
    "total_examples": 1215,
    "unique_examples": 1215,
    "duplicates_removed": 1203,
    "retention_rate": "50.2%",
    "train_examples": 989,
    "val_examples": 122,
    "test_examples": 104
  },
  "split_methodology": {
    "strategy": "CVE/incident-aware grouping",
    "train_ratio": "81.4%",
    "val_ratio": "10.0%",
    "test_ratio": "8.6%",
    "total_groups": 645,
    "cve_based_groups": 411,
    "incident_based_groups": 234,
    "leakage_status": "ZERO - Verified"
  },
  "by_category": {
    "auth_failures": 198,
    "ai_ml_security": 50,
    "broken_access_control": 179,
    "injection": 185,
    "crypto_failures": 115,
    "security_misconfiguration": 134,
    "broken_authentication": 1,
    "insecure_design": 84,
    "ssrf": 45,
    "vulnerable_components": 85,
    "logging_failures": 59,
    "integrity_failures": 80
  },
  "by_severity": {
    "HIGH": 394,
    "CRITICAL": 797,
    "MEDIUM": 24
  },
  "by_language": {
    "go": 159,
    "javascript": 245,
    "php": 102,
    "python": 255,
    "ruby": 48,
    "csharp": 85,
    "java": 189,
    "rust": 29,
    "yaml": 13,
    "typescript": 72,
    "kotlin": 18
  },
  "by_owasp_2021": {
    "A07:2021-Identification and Authentication Failures": 199,
    "AI/ML Security Threats": 50,
    "A01:2021-Broken Access Control": 179,
    "Unknown": 60,
    "A02:2021-Cryptographic Failures": 115,
    "A05:2021-Security Misconfiguration": 134,
    "A03:2021-Injection": 125,
    "A04:2021-Insecure Design": 84,
    "A10:2021-Server-Side Request Forgery": 45,
    "A06:2021-Vulnerable and Outdated Components": 85,
    "A09:2021-Security Logging and Monitoring Failures": 59,
    "A08:2021-Software and Data Integrity Failures": 80
  }
}