DAFAR: Defending against Adversaries by Feedback-Autoencoder Reconstruction

Deep learning has shown impressive performance on challenging perceptual tasks and has been widely used in software to provide intelligent services. However, researchers found deep neural networks vulnerable to adversarial examples.

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Haowen Liu, Ping Yi, Hsiao-Ying Lin, Jie Shi, Weidong Qiu (2024). Dataset: DAFAR: Defending against Adversaries by Feedback-Autoencoder Reconstruction. https://doi.org/10.57702/g9p6et3v

DOI retrieved: December 2, 2024

Additional Info

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Created December 2, 2024
Last update December 2, 2024
Defined In https://doi.org/10.48550/arXiv.2103.06487
Author Haowen Liu
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Ping Yi
Hsiao-Ying Lin
Jie Shi
Weidong Qiu
Homepage https://arxiv.org/abs/1511.00581