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Auditing Data Removal on MNIST Memorized (train folds M1-M5)

1.07pks

Liu et al. method

Updated 4d ago

Evaluation Results

Method
Liu et al. method 2021.09	1.07	-
Liu et al. method 2021.09	1.06	-
Liu et al. method 2021.09	1.05	-
Liu et al. method 2021.09	1.05	-
Liu et al. method 2021.09	1.04	-
Liu et al. method 2021.09	1.02	-
Liu et al. method 2021.09	1.01	-
Liu et al. method 2021.09	1	-
Ensembled Membership Auditing (EMA) 2021.09	1	-
Ensembled Membership Auditing (EMA) 2021.09	1	-
Ensembled Membership Auditing (EMA) 2021.09	1	-
Ensembled Membership Auditing (EMA) 2021.09	1	-
Ensembled Membership Auditing (EMA) 2021.09	1	-
Ensembled Membership Auditing (EMA) 2021.09	1	-
Liu et al. method 2021.09	0.99	-
Liu et al. method 2021.09	0.99	-
Liu et al. method 2021.09	0.98	-
Liu et al. method 2021.09	0.98	-
Liu et al. method 2021.09	0.97	-
Liu et al. method 2021.09	0.97	-
Liu et al. method 2021.09	0.96	-
Liu et al. method 2021.09	0.96	-
Liu et al. method 2021.09	0.96	-
Liu et al. method 2021.09	0.96	-
Liu et al. method 2021.09	0.96	-
Liu et al. method 2021.09	0.96	-
Liu et al. method 2021.09	0.95	-
Liu et al. method 2021.09	0.95	-
Liu et al. method 2021.09	0.95	-
Liu et al. method 2021.09	0.95	-
Liu et al. method 2021.09	0.95	-
Liu et al. method 2021.09	0.91	-
Liu et al. method 2021.09	0.9	-
Liu et al. method 2021.09	0.9	-
Liu et al. method 2021.09	0.9	-
Liu et al. method 2021.09	0.89	-
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1
EMA 2021.09	-	1