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ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:

1. Which ONE of the following statements is a CORRECT adversarial example in the context of machine learning systems that are working on image classifiers.
SELECT ONE OPTION

A) Black box attacks based on adversarial examples create an exact duplicate model of the original.
B) These attack examples cause a model to predict the correct class with slightly less accuracy even though they look like the original image.
C) These attacks can't be prevented by retraining the model with these examples augmented tothe training data.
D) These examples are model specific and are not likely to cause another model trained on same task to fail.

2. Which ONE of the following models BEST describes a way to model defect prediction by looking at the history of bugs in modules by using code quality metrics of modules of historical versions as input?
SELECT ONE OPTION

A) Using a classification model to predict the presence of a defect by using code quality metrics as the input data.
B) Identifying the relationship between developers and the modules developed by them.
C) Search of similar code based on natural language processing.
D) Clustering of similar code modules to predict based on similarity.

3. Which ONE of the following statements correctly describes the importance of flexibility for Al systems?
SELECT ONE OPTION

A) Flexible Al systems allow for easier modification of the system as a whole.
B) Al systems are inherently flexible.
C) Self-learning systems are expected to deal with new situations without explicitly having to program for it.
D) Al systems require changing of operational environments; therefore, flexibility is required.

4. Which ONE of the following hardware is MOST suitable for implementing Al when using ML?
SELECT ONE OPTION

A) Hardware supporting high precision floating point operations.
B) Hardware supporting fast matrix multiplication.
C) High powered CPUs.
D) 64-bit CPUs.

Solutions: