{ "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" ] }