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Security and Communication Networks
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Security and Communication Networks
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2023
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Article
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Tab 5
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Research Article
DeepDefense: A Steganalysis-Based Backdoor Detecting and Mitigating Protocol in Deep Neural Networks for AI Security
Table 5
Detection success rate against three typical attacks.
Datasets
Backdoored model (DSR %)
BadNets
Blend Attack
SSBA
CIFAR10
99.85
100.00
94.92
VGGFace2
99.78
100.00
99.68