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Targeted Adversarial Attack on CIFAR-10

94.22ASR

PI-Attack

Updated 19d ago

Evaluation Results

Method	Links
PI-Attack 2026.02		94.22	-	-	-	-	201.5	4.87
PI-Attack 2026.02		81.48	-	-	-	-	299.4	4.09
DRAP 2025.04		74.3	-	-	-	-	-	-
SimBA-DCT 2026.02		73.98	-	-	-	-	302.4	4.81
Square attack 2026.02		71.56	-	-	-	-	301.6	5.44
DRAP 2025.04		54.3	-	-	-	-	-	-
DST 2022.04		47.9	-	-	-	-	-	-
DaST 2022.04		47	-	-	-	-	-	-
DaST 2022.04		46.1	-	-	-	-	-	-
DDG+AST 2022.04		45.25	-	-	-	-	-	-
SIA 2025.04		43.2	-	-	-	-	-	-
DDG+AST 2022.04		43.05	-	-	-	-	-	-
MAZE 2022.04		42.93	-	-	-	-	-	-
DRAP 2025.04		42.1	-	-	-	-	-	-
DDG+AST 2022.04		41.29	-	-	-	-	-	-
MAZE 2022.04		41.26	-	-	-	-	-	-
DDG+AST 2022.04		40.82	-	-	-	-	-	-
SSA 2025.04		39.7	-	-	-	-	-	-
DaST 2022.04		39.61	-	-	-	-	-	-
DDG+AST 2022.04		38.9	-	-	-	-	-	-
MAZE 2022.04		37.48	-	-	-	-	-	-
DaST 2022.04		37.02	-	-	-	-	-	-
MAZE 2022.04		36.06	-	-	-	-	-	-
MAZE 2022.04		35.32	-	-	-	-	-	-
RAP 2025.04		33.1	-	-	-	-	-	-
CWA 2025.04		32.1	-	-	-	-	-	-
DaST 2022.04		19.49	-	-	-	-	-	-
DRAP 2025.04		8.6	-	-	-	-	-	-
DRAP 2025.04		6.4	-	-	-	-	-	-
CWA 2025.04		6.2	-	-	-	-	-	-
PGN 2025.04		5.4	-	-	-	-	-	-
SSA 2025.04		5.1	-	-	-	-	-	-
SIA 2025.04		4.9	-	-	-	-	-	-
DI2-FGSM 2025.04		4.3	-	-	-	-	-	-
RAP 2025.04		4.2	-	-	-	-	-	-
PI-FGSM 2025.04		4	-	-	-	-	-	-
Admix 2025.04		3.8	-	-	-	-	-	-
MI-FGSM 2025.04		3.8	-	-	-	-	-	-
VT-FGSM 2025.04		3.8	-	-	-	-	-	-
SI-FGSM 2025.04		3.5	-	-	-	-	-	-
I-FGSM 2025.04		3.4	-	-	-	-	-	-
TI-FGSM 2025.04		3.3	-	-	-	-	-	-
SVRE 2025.04		3.2	-	-	-	-	-	-
DaST 2022.04		-	30.24	45.1	40.29	42.13	-	-
MAZE 2022.04		-	26.35	40.49	29.83	38.1	-	-
DDG+AST 2022.04		-	37.58	42.06	34.87	45.39	-	-
DST 2022.04		-	39.53	47.2	44.71	48.06	-	-