| # AppSecBench — Statistics (v1.0.0) |
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| Total records: **572** |
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| Splits: train=434, validation=69, test=69 |
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| ## Language distribution |
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| 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%) |
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| ## Framework distribution |
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| 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%) |
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| ## Severity distribution |
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| Critical | ####################### 368 (64%) |
| High | ############# 204 (36%) |
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| ## CVSS score band |
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| Critical (9.0-10.0) | ####################### 368 (64%) |
| High (7.0-8.9) | ############# 204 (36%) |
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| ## Category distribution |
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| 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%) |
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| ## Vulnerability distribution |
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| 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%) |
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| ## OWASP distribution |
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| 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%) |
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| ## CWE distribution (top 20) |
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| 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%) |
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| ## Difficulty distribution |
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| Beginner | ######## 133 (23%) |
| Intermediate | ######## 133 (23%) |
| Advanced | ###### 102 (18%) |
| Expert | ###### 102 (18%) |
| Real-world enterprise | ###### 102 (18%) |
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| ## Application type distribution |
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| 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%) |
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| ## Source type distribution |
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| synthetic | #################################### 572 (100%) |
