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# 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%)