| { |
| "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 |
| } |
| } |
| } |
| } |
