Hugging Face's logo

xpertsystems
/
cyb009-baseline-classifier

Tabular Classification
PyTorch
cybersecurity
vulnerability-management
cve
cvss
epss
cisa-kev
synthetic-data
xgboost
baseline
leakage-diagnostic
data-quality-audit
Eval Results (legacy)
Model card Files
xet
 Community
cyb009-baseline-classifier
File size: 4,048 Bytes
e520bf1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "feature_names": [
    "cvss_base_score",
    "epss_score_final",
    "exploitation_occurred_flag",
    "zero_day_flag",
    "cisa_kev_flag",
    "supply_chain_propagation_flag",
    "compensating_control_flag",
    "false_positive_flag",
    "remediation_success_flag",
    "sla_compliance_flag",
    "scanner_coverage",
    "patch_mgmt_maturity",
    "mean_time_to_remediate_days",
    "sla_critical_days",
    "sla_high_days",
    "sla_medium_days",
    "internet_exposed_flag",
    "sbom_depth_score",
    "log_epss",
    "is_high_cvss",
    "exposure_severity_composite",
    "risk_flag_count",
    "epss_x_base",
    "severity_class_critical",
    "severity_class_high",
    "severity_class_low",
    "severity_class_medium",
    "asset_type_api_gateway",
    "asset_type_cloud_vm",
    "asset_type_container_workload",
    "asset_type_database_server",
    "asset_type_endpoint_workstation",
    "asset_type_iot_firmware_device",
    "asset_type_network_service",
    "asset_type_ot_ics_controller",
    "asset_type_saas_integration",
    "asset_type_server_on_premises",
    "asset_type_supply_chain_dependency",
    "asset_type_web_application",
    "criticality_tier_critical",
    "criticality_tier_high",
    "criticality_tier_low",
    "criticality_tier_medium",
    "environment_type_edge_iot_fleet",
    "environment_type_hybrid_cloud",
    "environment_type_on_premises_datacenter",
    "environment_type_ot_ics_network",
    "environment_type_public_cloud_aws",
    "environment_type_public_cloud_azure",
    "environment_type_public_cloud_gcp",
    "environment_type_saas_dependent",
    "os_family_android_iot",
    "os_family_embedded_rtos",
    "os_family_freebsd",
    "os_family_linux",
    "os_family_macos",
    "os_family_windows"
  ],
  "numeric_features": [
    "cvss_base_score",
    "epss_score_final",
    "exploitation_occurred_flag",
    "zero_day_flag",
    "cisa_kev_flag",
    "supply_chain_propagation_flag",
    "compensating_control_flag",
    "false_positive_flag",
    "remediation_success_flag",
    "sla_compliance_flag",
    "scanner_coverage",
    "patch_mgmt_maturity",
    "mean_time_to_remediate_days",
    "sla_critical_days",
    "sla_high_days",
    "sla_medium_days",
    "internet_exposed_flag",
    "sbom_depth_score",
    "log_epss",
    "is_high_cvss",
    "exposure_severity_composite",
    "risk_flag_count",
    "epss_x_base"
  ],
  "categorical_levels": {
    "severity_class": [
      "critical",
      "high",
      "low",
      "medium"
    ],
    "asset_type": [
      "api_gateway",
      "cloud_vm",
      "container_workload",
      "database_server",
      "endpoint_workstation",
      "iot_firmware_device",
      "network_service",
      "ot_ics_controller",
      "saas_integration",
      "server_on_premises",
      "supply_chain_dependency",
      "web_application"
    ],
    "criticality_tier": [
      "critical",
      "high",
      "low",
      "medium"
    ],
    "environment_type": [
      "edge_iot_fleet",
      "hybrid_cloud",
      "on_premises_datacenter",
      "ot_ics_network",
      "public_cloud_aws",
      "public_cloud_azure",
      "public_cloud_gcp",
      "saas_dependent"
    ],
    "os_family": [
      "android_iot",
      "embedded_rtos",
      "freebsd",
      "linux",
      "macos",
      "windows"
    ]
  },
  "label_to_int": {
    "auth_access_control": 0,
    "cryptographic_failure": 1,
    "information_disclosure": 2,
    "injection_family": 3,
    "logic_flaw": 4,
    "memory_corruption": 5,
    "misconfiguration": 6,
    "supply_chain_weakness": 7
  },
  "int_to_label": {
    "0": "auth_access_control",
    "1": "cryptographic_failure",
    "2": "information_disclosure",
    "3": "injection_family",
    "4": "logic_flaw",
    "5": "memory_corruption",
    "6": "misconfiguration",
    "7": "supply_chain_weakness"
  },
  "outcome_leak_excluded": [
    "time_to_exploit_days",
    "time_to_remediate_days",
    "patch_lag_days",
    "risk_score_composite",
    "exploit_maturity_final",
    "cvss_temporal_score_final"
  ]
}