{
  "dataset_name": "CodeSecAudit Review Combined",
  "created_at": "2026-06-20T05:23:09.247257Z",
  "seed": 42,
  "inputs": {
    "codexglue": "data/final/review",
    "owasp_python": "data/processed/owasp_benchmark_python/owasp_python_review.jsonl"
  },
  "outputs": {
    "train": "data/final/review_combined/train.jsonl",
    "validation": "data/final/review_combined/validation.jsonl",
    "test": "data/final/review_combined/test.jsonl"
  },
  "splits": {
    "train": {
      "total": 22827,
      "source_counts": {
        "CodeXGLUE Defect Detection": 21854,
        "OWASP Benchmark Python": 973
      },
      "language_counts": {
        "c": 21854,
        "python": 973
      },
      "task_counts": {
        "vulnerability_detection": 21854,
        "security_review": 973
      },
      "vulnerable_counts": {
        "True": 10374,
        "False": 12453
      },
      "top_cwe_counts": {
        "unknown": 21854,
        "CWE-330": 260,
        "CWE-643": 148,
        "CWE-22": 134,
        "CWE-328": 120,
        "CWE-79": 70,
        "CWE-94": 42,
        "CWE-502": 42,
        "CWE-614": 31,
        "CWE-501": 29,
        "CWE-601": 26,
        "CWE-90": 22,
        "CWE-611": 22,
        "CWE-78": 15,
        "CWE-89": 12
      },
      "top_vulnerability_names": {
        "unknown_defect_or_vulnerability": 21854,
        "Use of Insufficiently Random Values": 260,
        "XPath Injection": 148,
        "Path Traversal": 134,
        "Weak Hashing Algorithm": 120,
        "Cross-Site Scripting": 70,
        "Code Injection": 42,
        "Deserialization of Untrusted Data": 42,
        "Sensitive Cookie Without Secure Flag": 31,
        "Trust Boundary Violation": 29,
        "Open Redirect": 26,
        "LDAP Injection": 22,
        "XML External Entity Injection": 22,
        "OS Command Injection": 15,
        "SQL Injection": 12
      }
    },
    "validation": {
      "total": 2846,
      "source_counts": {
        "CodeXGLUE Defect Detection": 2732,
        "OWASP Benchmark Python": 114
      },
      "language_counts": {
        "c": 2732,
        "python": 114
      },
      "task_counts": {
        "vulnerability_detection": 2732,
        "security_review": 114
      },
      "vulnerable_counts": {
        "True": 1228,
        "False": 1618
      },
      "top_cwe_counts": {
        "unknown": 2732,
        "CWE-330": 31,
        "CWE-643": 18,
        "CWE-22": 16,
        "CWE-328": 15,
        "CWE-79": 8,
        "CWE-94": 5,
        "CWE-502": 4,
        "CWE-611": 3,
        "CWE-601": 3,
        "CWE-614": 3,
        "CWE-78": 2,
        "CWE-90": 2,
        "CWE-501": 2,
        "CWE-89": 2
      },
      "top_vulnerability_names": {
        "unknown_defect_or_vulnerability": 2732,
        "Use of Insufficiently Random Values": 31,
        "XPath Injection": 18,
        "Path Traversal": 16,
        "Weak Hashing Algorithm": 15,
        "Cross-Site Scripting": 8,
        "Code Injection": 5,
        "Deserialization of Untrusted Data": 4,
        "XML External Entity Injection": 3,
        "Open Redirect": 3,
        "Sensitive Cookie Without Secure Flag": 3,
        "OS Command Injection": 2,
        "LDAP Injection": 2,
        "Trust Boundary Violation": 2,
        "SQL Injection": 2
      }
    },
    "test": {
      "total": 2875,
      "source_counts": {
        "CodeXGLUE Defect Detection": 2732,
        "OWASP Benchmark Python": 143
      },
      "language_counts": {
        "c": 2732,
        "python": 143
      },
      "task_counts": {
        "vulnerability_detection": 2732,
        "security_review": 143
      },
      "vulnerable_counts": {
        "True": 1310,
        "False": 1565
      },
      "top_cwe_counts": {
        "unknown": 2732,
        "CWE-330": 35,
        "CWE-643": 20,
        "CWE-22": 18,
        "CWE-328": 16,
        "CWE-79": 11,
        "CWE-502": 8,
        "CWE-501": 6,
        "CWE-94": 6,
        "CWE-601": 5,
        "CWE-614": 5,
        "CWE-90": 5,
        "CWE-78": 3,
        "CWE-611": 3,
        "CWE-89": 2
      },
      "top_vulnerability_names": {
        "unknown_defect_or_vulnerability": 2732,
        "Use of Insufficiently Random Values": 35,
        "XPath Injection": 20,
        "Path Traversal": 18,
        "Weak Hashing Algorithm": 16,
        "Cross-Site Scripting": 11,
        "Deserialization of Untrusted Data": 8,
        "Trust Boundary Violation": 6,
        "Code Injection": 6,
        "Open Redirect": 5,
        "Sensitive Cookie Without Secure Flag": 5,
        "LDAP Injection": 5,
        "OS Command Injection": 3,
        "XML External Entity Injection": 3,
        "SQL Injection": 2
      }
    }
  }
}