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.

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