results/mia_smooth_eps_0.2.json

{
  "auc": 0.570492,
  "attack_accuracy": 0.556,
  "precision": 0.6076923076923076,
  "recall": 0.316,
  "f1": 0.41578947368421054,
  "tpr_at_5fpr": 0.127,
  "tpr_at_1fpr": 0.038,
  "loss_gap": 0.006796935558319062,
  "member_loss_mean": 0.4847908769249916,
  "member_loss_std": 0.03266944093536488,
  "non_member_loss_mean": 0.4915878124833107,
  "non_member_loss_std": 0.03270088491751788,
  "best_threshold_loss": 0.45949578285217285,
  "sample_size": 2000,
  "test_duration_minutes": 2.4
}