Adversarial testing · Question 36 of 60
How can adversarial testing be performed as black-box testing?
2 answers are correct. Medium
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Answer
- C With a brute force approach running a vast number of tests in the hope of hitting adversarial examples by chance
- D With an equivalent model with known internals, from which adversarial inputs are created and transferred to the original model
Explanation
Black-box testing can create an equivalent model with known internals, derive adversarial inputs from it and apply them to the original model based on the assumption of transferability. Alternatively, a brute force approach runs a vast number of tests in the hope that some random tests coincide with an adversarial example.