DeepDefense: A Steganalysis-Based Backdoor Detecting and Mitigating Protocol in Deep Neural Networks for AI Security

<div>Detection success rate related to various trigger shapes, positions, and representative strings: (a) Effect of trigger shape on detection success rate, (b) effect of trigger location on detection success rate, and (c) effect of different string on detection success rate.</div>

Security and Communication Networks

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Figure 4: DeepDefense: A Steganalysis-Based Backdoor Detecting and Mitigating Protocol in Deep Neural Networks for AI Security 