cyb011-baseline-classifier / feature_meta.json
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Initial release: attack_phase 7-class baseline + 6-oracle-path leakage diagnostic + missing tier note
03d64e5 verified
{
"feature_names": [
"timestep",
"perturbation_magnitude",
"feature_delta_l2_norm",
"feature_delta_linf_norm",
"query_count_cumulative",
"trust_level",
"detection_coverage",
"feature_space_dim",
"alert_threshold",
"retraining_cadence_days",
"ensemble_size",
"detection_strength",
"adversarial_robustness",
"progress_frac",
"log_queries",
"perturb_intensity",
"defender_weakness",
"query_rate",
"attacker_capability_tier_advanced_persistent_threat",
"attacker_capability_tier_opportunistic",
"attacker_capability_tier_script_kiddie",
"segment_type_cloud_workload",
"segment_type_corporate_lan",
"segment_type_data_exfiltration_target",
"segment_type_dmz_perimeter",
"segment_type_endpoint_fleet",
"segment_type_ot_ics_control_network",
"segment_type_soc_management_plane",
"segment_type_zero_trust_segment",
"defender_architecture_autoencoder_anomaly",
"defender_architecture_ensemble_stacked",
"defender_architecture_gradient_boosted_tree",
"defender_architecture_isolation_forest",
"defender_architecture_lstm_behavioural",
"defender_architecture_neural_network_dense",
"defender_architecture_rule_based_threshold",
"defender_architecture_transformer_sequence"
],
"numeric_features": [
"timestep",
"perturbation_magnitude",
"feature_delta_l2_norm",
"feature_delta_linf_norm",
"query_count_cumulative",
"trust_level",
"detection_coverage",
"feature_space_dim",
"alert_threshold",
"retraining_cadence_days",
"ensemble_size",
"detection_strength",
"adversarial_robustness",
"progress_frac",
"log_queries",
"perturb_intensity",
"defender_weakness",
"query_rate"
],
"categorical_levels": {
"attacker_capability_tier": [
"advanced_persistent_threat",
"opportunistic",
"script_kiddie"
],
"segment_type": [
"cloud_workload",
"corporate_lan",
"data_exfiltration_target",
"dmz_perimeter",
"endpoint_fleet",
"ot_ics_control_network",
"soc_management_plane",
"zero_trust_segment"
],
"defender_architecture": [
"autoencoder_anomaly",
"ensemble_stacked",
"gradient_boosted_tree",
"isolation_forest",
"lstm_behavioural",
"neural_network_dense",
"rule_based_threshold",
"transformer_sequence"
]
},
"label_to_int": {
"reconnaissance": 0,
"feature_space_probe": 1,
"perturbation_craft": 2,
"evasion_attempt": 3,
"feedback_adaptation": 4,
"campaign_consolidation": 5,
"idle_dwell": 6
},
"int_to_label": {
"0": "reconnaissance",
"1": "feature_space_probe",
"2": "perturbation_craft",
"3": "evasion_attempt",
"4": "feedback_adaptation",
"5": "campaign_consolidation",
"6": "idle_dwell"
},
"oracle_excluded": [
"detection_outcome",
"detector_confidence_score",
"evasion_budget_consumed"
]
}