File size: 3,589 Bytes
8df6aa0
 
d38f080
 
8df6aa0
d38f080
 
 
8df6aa0
 
d38f080
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8df6aa0
 
d38f080
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8df6aa0
 
d38f080
 
 
 
 
 
 
 
 
8df6aa0
 
d38f080
 
8df6aa0
 
d38f080
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8df6aa0
 
d38f080
 
 
 
 
 
 
 
 
8df6aa0
 
d38f080
 
 
 
 
8df6aa0
 
d38f080
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8df6aa0
 
d38f080
 
 
 
 
 
8df6aa0
 
d38f080
 
8df6aa0
 
d38f080
 
8df6aa0
 
d38f080
8df6aa0
d38f080
 
8df6aa0
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
{
  "name": "AppSecBench",
  "version": "1.1.0",
  "total_records": 572,
  "splits": {
    "train": 434,
    "validation": 69,
    "test": 69
  },
  "languages": {
    "TypeScript": 127,
    "JavaScript": 108,
    "Go": 57,
    "Java": 23,
    "Swift": 14,
    "Ruby": 18,
    "C#": 19,
    "Python": 89,
    "Bash": 15,
    "Scala": 17,
    "PHP": 19,
    "YAML": 15,
    "Kotlin": 31,
    "C++": 3,
    "Dockerfile": 15,
    "C": 1,
    "Rust": 1
  },
  "frameworks": {
    "Next.js": 45,
    "Angular": 58,
    "Vue": 46,
    "NestJS": 30,
    "Fiber": 23,
    "Spring Boot": 54,
    "iOS": 14,
    "Express": 56,
    "Rails": 18,
    "ASP.NET Core": 19,
    "FastAPI": 32,
    "Echo": 15,
    "Django": 27,
    "Flask": 30,
    "Laravel": 19,
    "Gin": 19,
    "Android": 17
  },
  "categories": {
    "AI Security": 68,
    "Business Logic": 34,
    "Injection": 170,
    "Authentication": 68,
    "API Security": 51,
    "Authorization": 17,
    "Security Misconfiguration": 79,
    "Cryptographic Failures": 34,
    "Broken Access Control": 51
  },
  "severities": {
    "High": 204,
    "Critical": 368
  },
  "cwes": {
    "CWE-77": 34,
    "CWE-362": 17,
    "CWE-601": 17,
    "CWE-287": 34,
    "CWE-918": 34,
    "CWE-285": 34,
    "CWE-79": 17,
    "CWE-639": 34,
    "CWE-862": 17,
    "CWE-89": 17,
    "CWE-250": 30,
    "CWE-502": 17,
    "CWE-327": 17,
    "CWE-1188": 15,
    "CWE-915": 17,
    "CWE-434": 17,
    "CWE-1427": 34,
    "CWE-840": 17,
    "CWE-352": 17,
    "CWE-345": 17,
    "CWE-532": 17,
    "CWE-611": 17,
    "CWE-307": 17,
    "CWE-798": 17,
    "CWE-113": 17,
    "CWE-614": 17,
    "CWE-22": 17
  },
  "owasps": {
    "A05:2021": 130,
    "A04:2021": 51,
    "A01:2021": 136,
    "A07:2021": 85,
    "A10:2021": 17,
    "A03:2021": 85,
    "A08:2021": 17,
    "A02:2021": 34,
    "A09:2021": 17
  },
  "difficulties": {
    "Real-world enterprise": 102,
    "Advanced": 102,
    "Intermediate": 133,
    "Beginner": 133,
    "Expert": 102
  },
  "vulnerabilities": {
    "AI Agent Security": 17,
    "Race Condition": 17,
    "Open Redirect": 17,
    "OAuth Vulnerabilities": 17,
    "Server-Side Request Forgery": 17,
    "gRPC Security": 17,
    "Cross-Site Scripting": 17,
    "REST API Security": 17,
    "Broken Authorization": 17,
    "Command Injection": 17,
    "SQL Injection": 17,
    "Docker Security": 15,
    "Insecure Deserialization": 17,
    "Insecure Cryptography": 17,
    "Cloud Misconfiguration": 15,
    "GraphQL Security": 17,
    "Insecure File Upload": 17,
    "RAG Security": 17,
    "Business Logic": 17,
    "Broken Access Control": 17,
    "Cross-Site Request Forgery": 17,
    "JWT Vulnerabilities": 17,
    "Kubernetes Security": 15,
    "Sensitive Data Logging": 17,
    "Broken Authentication": 17,
    "XML External Entity": 17,
    "Missing Rate Limiting": 17,
    "Hardcoded Secrets": 17,
    "Insecure Direct Object Reference": 17,
    "Header Injection": 17,
    "Prompt Injection": 17,
    "Session Management": 17,
    "MCP Security": 17,
    "Path Traversal": 17
  },
  "application_types": {
    "AI/LLM Application": 68,
    "Web Application": 372,
    "API Service": 51,
    "Mobile Application": 31,
    "Infrastructure-as-Code": 45,
    "Library / CLI": 5
  },
  "cvss_bands": {
    "High (7.0-8.9)": 204,
    "Critical (9.0-10.0)": 368
  },
  "confidence": {
    "Medium": 306,
    "High": 266
  },
  "source_types": {
    "synthetic": 572
  },
  "unique_languages": 17,
  "unique_frameworks": 17,
  "unique_cwes": 27,
  "unique_owasps": 9,
  "unique_vulnerabilities": 34,
  "unique_categories": 9
}