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Mathematical Problems in Engineering
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2020
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Article
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Tab 2
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Research Article
Complete Defense Framework to Protect Deep Neural Networks against Adversarial Examples
Table 2
The classification accuracy of adversarial examples generated by evaluated attacks on the testing set (%).
Attacks
FGSM
R-FGSM
BIM
UAP
DeepFool
CW_UT
CW_T
Accuracy
26.1
12.8
0
3.5
0.2
0.7
1.0