MathTutor-MIA-Demo / results /perturbation_results.json
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{
"perturbation_0.01": {
"sigma": 0.01,
"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
}
}