Purifying Adversarial Images Using Adversarial Autoencoder With Conditional Normalizing Flows
We present a <italic>target-agnostic</italic> adversarial autoencoder with conditional normalizing flows specifically designed to, given any <italic>unlabeled</italic> image dataset, purify adversarial samples into clean images, i.e., remove adversarial noise from the images...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Open Journal of Signal Processing |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10123077/ |