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Untargeted Adversarial Attack on ImageNet-compatible

100Inc-v3 Performance

MI-FGSM

Updated 4d ago

Evaluation Results

Method	Links
MI-FGSM 2023.06		100	51	45.8	49	22.6	22	10.9
NI-FGSM 2023.06		100	61.4	59.6	57.2	22.5	22.7	11.5
VMI-FGSM 2023.06		100	74.8	69.9	65.5	41.6	41.6	25
EMI-FGSM 2023.06		100	80.7	77.1	72.4	33	31.9	17
PGN 2023.06		100	90.6	89.5	81.2	64.6	65.6	45.3
RAP 2023.06		99.9	84.5	79.3	76.5	56.9	51.3	31.9
PGN 2023.06		92	92.3	99.8	83.5	74.6	71.5	66.6
PGN 2023.06		91.2	99.6	87.6	83.5	67	64.2	49.1
RAP 2023.06		87.1	84.2	99.4	79.4	50.3	49.8	40.2
PGN 2023.06		86.2	83.3	77.8	100	63.1	62.9	50.8
RAP 2023.06		85.3	99.5	79.5	77.2	45.2	46.8	29.3
EMI-FGSM 2023.06		85.2	83.3	99.7	74	38.4	33.8	24.1
EMI-FGSM 2023.06		84.2	99.7	75	74.4	31.5	28	16.2
RAP 2023.06		80.4	75.5	68	99.9	40.3	39.9	30.4
VMI-FGSM 2023.06		78.2	77	99.1	66	47.6	43.3	37.7
VMI-FGSM 2023.06		77.6	99.8	69.8	66.7	41.1	41.2	27
VMI-FGSM 2023.06		75	69.2	63	100	35.9	35.7	24.1
EMI-FGSM 2023.06		74.3	71.7	62.6	100	25.7	24.6	13.3
NI-FGSM 2023.06		62.8	100	52.7	56.7	19.2	18.3	11.7
NI-FGSM 2023.06		60.3	57.1	99.5	55.3	18.3	19.3	12.1
MI-FGSM 2023.06		58.2	52.4	99.3	50.7	22	22	13.8
MI-FGSM 2023.06		57.2	100	46.1	51.5	19.1	18.4	10.2
NI-FGSM 2023.06		55.6	46.9	40.8	100	17.5	17.6	9.2
MI-FGSM 2023.06		51.5	42.2	36.3	100	18.7	16.6	9