Research Article
Multiple Adversarial Domains Adaptation Approach for Mitigating Adversarial Attacks Effects
| Require: A clean dataset , minibatch size , learning rates , critic training step , adversarial domains d | 1 | Initialize feature generator , domain critic , and classifier , with weights | 2 | Repeat | 3 | Sample clean minibatch | 4 | for do | 5 | Use the current state of to generate adversarial examples and create adversarial minibatch | 6 | end for | 7 | while do | 8 | Find , | 9 | | 10 | end while | 11 | Find , | 12 | | 13 | |
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