results/mia_results.json

{
  "baseline": {
    "auc": 0.6307740000000001,
    "member_loss_mean": 0.1991752305328846,
    "member_loss_std": 0.03230738470145083,
    "non_member_loss_mean": 0.21258054062724113,
    "non_member_loss_std": 0.03705364777221954,
    "sample_size": 2000
  },
  "smooth_0.02": {
    "auc": 0.62228,
    "member_loss_mean": 0.21934979343414307,
    "member_loss_std": 0.031614136686309996,
    "non_member_loss_mean": 0.23256173765659333,
    "non_member_loss_std": 0.0378522310439509,
    "sample_size": 2000
  },
  "smooth_0.2": {
    "auc": 0.586948,
    "member_loss_mean": 0.4284979530572891,
    "member_loss_std": 0.032136897717932995,
    "non_member_loss_mean": 0.4360980874598026,
    "non_member_loss_std": 0.03508620754318059,
    "sample_size": 2000
  }
}