results/perturbation_results.json

{
  "perturbation_0.01": {
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    "auc": 0.614119,
    "accuracy": 0.99,
    "member_loss_mean": 0.19936855109110785,
    "non_member_loss_mean": 0.21328890299973266
  },
  "perturbation_0.015": {
    "sigma": 0.015,
    "auc": 0.6024790000000001,
    "accuracy": 0.99,
    "member_loss_mean": 0.1994652113702195,
    "non_member_loss_mean": 0.21364308418597847
  },
  "perturbation_0.02": {
    "sigma": 0.02,
    "auc": 0.594681,
    "accuracy": 0.99,
    "member_loss_mean": 0.19956187164933112,
    "non_member_loss_mean": 0.21399726537222427
  }
}