Research Article

Multiple Adversarial Domains Adaptation Approach for Mitigating Adversarial Attacks Effects

Algorithm 1

MADA algorithm.
Require: A clean dataset , minibatch size , learning rates , critic training step , adversarial domains d
1Initialize feature generator , domain critic , and classifier , with weights
2Repeat
3Sample clean minibatch
4for do
5Use the current state of to generate adversarial examples and create adversarial minibatch
6end for
7while do
8Find ,
9
10end while
11Find ,
12
13