AppSecBench — Statistics (v1.0.0)
Total records: 572
Splits: train=434, validation=69, test=69
Language distribution
TypeScript | ######## 127 (22%) JavaScript | ####### 108 (19%) Python | ###### 89 (16%) Go | #### 57 (10%) Kotlin | ## 31 (5%) Java | # 23 (4%) C# | # 19 (3%) PHP | # 19 (3%) Ruby | # 18 (3%) Scala | # 17 (3%) Bash | # 15 (3%) YAML | # 15 (3%) Dockerfile | # 15 (3%) Swift | # 14 (2%) C++ | # 3 (1%) C | # 1 (0%) Rust | # 1 (0%)
Framework distribution
Angular | #### 58 (10%) Express | #### 56 (10%) Spring Boot | ### 54 (9%) Vue | ### 46 (8%) Next.js | ### 45 (8%) FastAPI | ## 32 (6%) NestJS | ## 30 (5%) Flask | ## 30 (5%) Django | ## 27 (5%) Fiber | # 23 (4%) ASP.NET Core | # 19 (3%) Laravel | # 19 (3%) Gin | # 19 (3%) Rails | # 18 (3%) Android | # 17 (3%) Echo | # 15 (3%) iOS | # 14 (2%)
Severity distribution
Critical | ####################### 368 (64%) High | ############# 204 (36%)
CVSS score band
Critical (9.0-10.0) | ####################### 368 (64%) High (7.0-8.9) | ############# 204 (36%)
Category distribution
Injection | ########### 170 (30%) Security Misconfiguration | ##### 79 (14%) AI Security | #### 68 (12%) Authentication | #### 68 (12%) API Security | ### 51 (9%) Broken Access Control | ### 51 (9%) Business Logic | ## 34 (6%) Cryptographic Failures | ## 34 (6%) Authorization | # 17 (3%)
Vulnerability distribution
AI Agent Security | # 17 (3%) Race Condition | # 17 (3%) Open Redirect | # 17 (3%) OAuth Vulnerabilities | # 17 (3%) Server-Side Request Forgery | # 17 (3%) gRPC Security | # 17 (3%) Cross-Site Scripting | # 17 (3%) REST API Security | # 17 (3%) Broken Authorization | # 17 (3%) Command Injection | # 17 (3%) SQL Injection | # 17 (3%) Insecure Deserialization | # 17 (3%) Insecure Cryptography | # 17 (3%) GraphQL Security | # 17 (3%) Insecure File Upload | # 17 (3%) RAG Security | # 17 (3%) Business Logic | # 17 (3%) Broken Access Control | # 17 (3%) Cross-Site Request Forgery | # 17 (3%) JWT Vulnerabilities | # 17 (3%) Sensitive Data Logging | # 17 (3%) Broken Authentication | # 17 (3%) XML External Entity | # 17 (3%) Missing Rate Limiting | # 17 (3%) Hardcoded Secrets | # 17 (3%) Insecure Direct Object Reference | # 17 (3%) Header Injection | # 17 (3%) Prompt Injection | # 17 (3%) Session Management | # 17 (3%) MCP Security | # 17 (3%) Path Traversal | # 17 (3%) Docker Security | # 15 (3%) Cloud Misconfiguration | # 15 (3%) Kubernetes Security | # 15 (3%)
OWASP distribution
A01:2021 | ######### 136 (24%) A05:2021 | ######## 130 (23%) A07:2021 | ##### 85 (15%) A03:2021 | ##### 85 (15%) A04:2021 | ### 51 (9%) A02:2021 | ## 34 (6%) A10:2021 | # 17 (3%) A08:2021 | # 17 (3%) A09:2021 | # 17 (3%)
CWE distribution (top 20)
CWE-77 | ## 34 (6%) CWE-287 | ## 34 (6%) CWE-918 | ## 34 (6%) CWE-285 | ## 34 (6%) CWE-639 | ## 34 (6%) CWE-1427 | ## 34 (6%) CWE-250 | ## 30 (5%) CWE-362 | # 17 (3%) CWE-601 | # 17 (3%) CWE-79 | # 17 (3%) CWE-862 | # 17 (3%) CWE-89 | # 17 (3%) CWE-502 | # 17 (3%) CWE-327 | # 17 (3%) CWE-915 | # 17 (3%) CWE-434 | # 17 (3%) CWE-840 | # 17 (3%) CWE-352 | # 17 (3%) CWE-345 | # 17 (3%) CWE-532 | # 17 (3%)
Difficulty distribution
Beginner | ######## 133 (23%) Intermediate | ######## 133 (23%) Advanced | ###### 102 (18%) Expert | ###### 102 (18%) Real-world enterprise | ###### 102 (18%)
Application type distribution
Web Application | ####################### 372 (65%) AI/LLM Application | #### 68 (12%) API Service | ### 51 (9%) Infrastructure-as-Code | ### 45 (8%) Mobile Application | ## 31 (5%) Library / CLI | # 5 (1%)
Source type distribution
synthetic | #################################### 572 (100%)