Open Access

Table 4

The effect of feature fusion on transferability with ε = 0.1 (unit:%)

Local Network Method SENet VGG19 Inception FcaNet
ResNet-50 Plain 87 85.63 87.330 90.32
FGSM 39.53 41.09 38.720 50.19
Single features 35.13 39.13 36.875 43.90
Feature fusion 32.87 35.87 26.180 40.37
Inception Plain 87 85.63 86.37 90.32
FGSM 40.68 40.40 37.90 50.69
Single features 36.13 37.38 32.37 44.03
Feature fusion 32.03 33.50 30.90 45.09

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