{ "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" ] }