{
  "timestamp": "2025-11-04T19:52:09.308270Z",
  "experiment_name": "experiment_v_defense_mechanisms",
  "run_id": "371a2243-5292-4809-99e1-bc7c08b92d9a",
  "baseline": {
    "lambda_c": 0.0,
    "clean_acc": 0.9975,
    "final_acc": 0.9475,
    "acc_drop_pct": 5.000000000000004,
    "min_salience": 0.18632192698218802,
    "mean_salience": 0.3784152786482174,
    "defense_energy_total": 75.84484161760768,
    "mean_recovery_time": Infinity
  },
  "taxed_vulnerable": {
    "lambda_c": 1.0,
    "defenses": "none",
    "clean_acc": 0.995,
    "final_acc": 0.87,
    "acc_drop_pct": 12.5,
    "min_salience": 0.1729679085123887,
    "mean_salience": 0.36956355384926115,
    "defense_energy_total": 75.84484161760768,
    "mean_recovery_time": Infinity
  },
  "defense_a": {
    "name": "Adaptive Salience Floor",
    "lambda_c": 1.0,
    "clean_acc": 0.995,
    "final_acc": 0.9625,
    "acc_drop_pct": 3.2499999999999973,
    "min_salience": 0.7,
    "mean_salience": 0.7000000000000003,
    "defense_energy_total": 75.8448416176077,
    "mean_recovery_time": 50.0,
    "recovery_event_count": 57
  },
  "defense_b": {
    "name": "Channel Hardening",
    "lambda_c": 1.0,
    "clean_acc": 0.995,
    "final_acc": 0.9175,
    "acc_drop_pct": 7.750000000000002,
    "min_salience": 0.1864056147639451,
    "mean_salience": 0.37924091076966066,
    "defense_energy_total": 75.84484161760768,
    "mean_recovery_time": Infinity
  },
  "defense_c": {
    "name": "Salience-Weighted Perturbation",
    "lambda_c": 1.0,
    "clean_acc": 0.995,
    "final_acc": 0.9275,
    "acc_drop_pct": 6.75,
    "min_salience": 0.18649289044919684,
    "mean_salience": 0.37745585354190514,
    "defense_energy_total": 57.64572432879875,
    "mean_recovery_time": Infinity
  },
  "comparison": {
    "baseline_acc_drop_pct": 5.000000000000004,
    "taxed_vulnerable_acc_drop_pct": 12.5,
    "defense_a_acc_drop_pct": 3.2499999999999973,
    "defense_b_acc_drop_pct": 7.750000000000002,
    "defense_c_acc_drop_pct": 6.75,
    "defense_a_improvement_vs_taxed_pct": 9.250000000000004,
    "defense_b_improvement_vs_taxed_pct": 4.749999999999998,
    "defense_c_improvement_vs_taxed_pct": 5.75,
    "vulnerability_increase_taxed_vs_baseline_pct": 149.99999999999977
  }
}