cyb007-baseline-classifier / feature_meta.json
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Initial release: XGBoost + MLP for insider threat type classification
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{
"feature_names": [
"timestep",
"data_access_volume_mb",
"privilege_event_count",
"communication_anomaly_score",
"dlp_confidence_score",
"exfiltration_volume_mb_cumulative",
"behavioural_risk_score",
"log_data_volume",
"log_cumulative_exfil",
"exfil_velocity",
"is_privileged_event",
"risk_x_dlp_composite",
"is_late_stage",
"incident_phase_access_escalation",
"incident_phase_cover_tracks",
"incident_phase_data_staging",
"incident_phase_exfiltration_attempt",
"incident_phase_idle_dwell",
"incident_phase_incident_resolution",
"incident_phase_lateral_access",
"incident_phase_reconnaissance",
"detection_outcome_exfil_success",
"detection_outcome_high_risk_alert",
"detection_outcome_moderate_risk_alert",
"detection_outcome_suppressed",
"target_data_sensitivity_tier_confidential",
"target_data_sensitivity_tier_internal",
"target_data_sensitivity_tier_restricted"
],
"numeric_features": [
"timestep",
"data_access_volume_mb",
"privilege_event_count",
"communication_anomaly_score",
"dlp_confidence_score",
"exfiltration_volume_mb_cumulative",
"behavioural_risk_score",
"log_data_volume",
"log_cumulative_exfil",
"exfil_velocity",
"is_privileged_event",
"risk_x_dlp_composite",
"is_late_stage"
],
"categorical_levels": {
"incident_phase": [
"access_escalation",
"cover_tracks",
"data_staging",
"exfiltration_attempt",
"idle_dwell",
"incident_resolution",
"lateral_access",
"reconnaissance"
],
"detection_outcome": [
"exfil_success",
"high_risk_alert",
"moderate_risk_alert",
"suppressed"
],
"target_data_sensitivity_tier": [
"confidential",
"internal",
"restricted"
]
},
"label_to_int": {
"negligent_user": 0,
"malicious_employee": 1,
"privileged_insider": 2
},
"int_to_label": {
"0": "negligent_user",
"1": "malicious_employee",
"2": "privileged_insider"
},
"leakage_excluded": []
}