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ResearchFormerly WizWand

Cross-model Transfer Attack Accuracy on CIFAR-10 (test)

79.54FGSM Attack AccuracyHICAT

Evaluation results

Method	Links
HICAT2026.06		79.54	65.93	65.79	65.88	64.71	73.44
HICAT2026.06		78.92	63.18	62.94	62.98	62.41	68.92
DHAT2026.06		78.81	65.33	65.2	65.22	64.02	72.65
SGLR2026.06		78.38	64.03	64.9	64.86	63.62	72.16
UIAT2026.06		78.08	64.73	64.6	64.56	63.32	71.86
DHAT2026.06		78.02	62.55	62.23	62.25	61.73	68.05
SGLR2026.06		77.41	62.23	61.82	61.81	61.35	67.48
UIAT2026.06		77.11	61.93	61.52	61.51	61.05	67.18
MART2026.06		76.28	62.93	62.8	62.76	61.52	70.06
MART2026.06		75.31	60.13	59.72	59.71	59.25	65.38
HICAT2026.06		74.93	60.62	60.43	60.55	60.48	63.84
DHAT2026.06		73.97	59.59	59.28	59.35	59.11	63.1
HICAT2026.06		73.62	59.27	59.04	59.18	59.64	62.37
SGLR2026.06		73.31	58.86	58.43	58.45	58.03	62.66
DHAT2026.06		73.03	58.55	58.26	58.32	58.68	61.53
UIAT2026.06		73.01	58.56	58.13	58.15	57.73	62.36
SGLR2026.06		72.73	58.12	57.78	57.75	58.01	60.99
UIAT2026.06		72.43	57.82	57.48	57.45	57.71	60.69
MART2026.06		71.21	56.76	56.33	56.35	55.93	60.56
MART2026.06		70.63	56.02	55.68	55.65	55.91	58.89
HICAT2026.06		65.36	55.64	55.47	55.53	56.67	61.12
HICAT2026.06		64.98	54.12	54.01	54.05	52.89	57.61
DHAT2026.06		64.55	54.91	54.64	54.65	55.99	60.39
DHAT2026.06		64.21	53.47	53.32	53.34	52.14	56.82
SGLR2026.06		64.03	54.47	54.1	53.97	55.61	59.95
SGLR2026.06		63.74	53.11	52.93	52.82	51.68	56.32
UIAT2026.06		63.73	54.17	53.8	53.77	55.31	59.65
UIAT2026.06		63.44	52.81	52.63	52.62	51.38	56.02
MART2026.06		61.93	52.37	52	51.97	53.51	57.85
MART2026.06		61.64	50.91	50.83	50.72	49.58	54.22