Adversarial testing · Question 56 of 60
A development team has full access to the architecture, parameters and training process of its model. Which approach to adversarial testing is then typically easier?
1 answer is correct. Hard
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Answer
- D White-box testing, because knowledge of the internals makes it easier to craft adversarial examples
Explanation
Anyone who knows a model's architecture, parameters and training process usually finds inputs that fool it more quickly. With full access, white-box testing is therefore the obvious choice, by hand or with tools that generate masses of variants.