Which ONE of the following statements is MOST true about black-box adversarial testing?

The correct answer is B. The approach relies on the transferability of the attacks. In black-box adversarial testing, the tester does not have access to the internal workings of the model (such as the algorithm or the training data). The approach relies on the transferability of the attacks, where adversarial examples generated for one model are used to test…

Specific Approaches to Testing AI-based Systems

Question

Options

AThe algorithm used for the model is known to the tester
BThe approach relies on the transferability of the attacks
CThe training data is manipulated
DCombinatorial testing techniques are used

How the community answered

(32 responses)

A
16% (5)
B
69% (22)
C
9% (3)
D
6% (2)

Explanation

In black-box adversarial testing, the tester does not have access to the internal workings of the model (such as the algorithm or the training data). The approach relies on the transferability of the attacks, where adversarial examples generated for one model are used to test the robustness of another model, even without direct access to its internal details.

Topics

#adversarial testing#black-box testing#attack transferability#AI robustness

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