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

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

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

3. Which of the following is THE LEAST appropriate tests to be performed for testing a feature related to autonomy?
SELECT ONE OPTION

A) Test for human handover requiring mandatory relinquishing control.
B) Test for human handover when it should actually not be relinquishing control.
C) Test for human handover after a given time interval.
D) Test for human handover to give rest to the system.

4. Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems?
SELECT ONE OPTION

A) Data for the use case is being generated at a fast pace.
B) Nature of data constantly changes with lime.
C) Test data being sourced from public sources.
D) Compliance needs require proper care to be taken of input personal data.

Solutions: