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Non-Targeted Adversarial Attack on MNIST

82.45ASR

DST

Updated 4d ago

Evaluation Results

Method	Links
DST 2022.04		82.45	-	-	-	-
DaST 2022.04		81.52	-	-	-	-
DST 2022.04		73.22	-	-	-	-
DST 2022.04		72.49	-	-	-	-
DST 2022.04		72.49	-	-	-	-
DST 2022.04		70.48	-	-	-	-
MAZE 2022.04		69.31	-	-	-	-
DDG+AST 2022.04		68.37	-	-	-	-
DDG+AST 2022.04		68.29	-	-	-	-
DDG+AST 2022.04		68.28	-	-	-	-
MAZE 2022.04		67.68	-	-	-	-
MAZE 2022.04		65.82	-	-	-	-
DDG+AST 2022.04		65.03	-	-	-	-
MAZE 2022.04		64.2	-	-	-	-
DST 2022.04		63.92	-	-	-	-
DST 2022.04		63.72	-	-	-	-
DaST 2022.04		63.34	-	-	-	-
DDG+AST 2022.04		63.12	-	-	-	-
DaST 2022.04		62.49	-	-	-	-
DaST 2022.04		60.38	-	-	-	-
DaST 2022.04		59.37	-	-	-	-
DaST 2022.04		59.32	-	-	-	-
DaST 2022.04		59.21	-	-	-	-
MAZE 2022.04		57.36	-	-	-	-
DDG+AST 2022.04		57.2	-	-	-	-
MAZE 2022.04		55.47	-	-	-	-
DaST 2022.04		49.85	-	-	-	-
DaST 2022.04		40.36	-	-	-	-
Cosine-UAP 2022.04		38.92	-	-	-	-
Cosine-UAP 2022.04		35.11	-	-	-	-
GD-UAP 2022.04		33.28	-	-	-	-
GD-UAP 2022.04		30.81	-	-	-	-
GD-UAP 2022.04		29.54	-	-	-	-
Cosine-UAP 2022.04		28.48	-	-	-	-
DaST 2022.04		-	59.32	81.52	63.34	59.37
MAZE 2022.04		-	56.25	74.83	65.82	70.44
DDG+AST 2022.04		-	62.48	76.7	68.29	69.33
DST 2022.04		-	63.92	82.45	70.48	73.22