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Security and Communication Networks
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Security and Communication Networks
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2022
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Article
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Tab 3
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Research Article
From Spatial to Spectral Domain, a New Perspective for Detecting Adversarial Examples
Table 3
The detecting results of the different frequency band ACC/AUC (%) in DeepFool, using CIFAR-10 and
norm = 5.5.
From below to right
1/4
2/4
3/4
4/4
0/4
48.9/50.4
49.6/50.5
53.1/53.0
61.1/64.2
1/4
—
50.2/50.47
53.1/53.3
60.5/64.6
2/4
—
—
53.9/53.5
63.1/64.5
3/4
—
—
—
62.9/63.8