Free iSQI CT-AI_v1.0_World Exam Questions

Become iSQI Certified with updated CT-AI_v1.0_World exam questions and correct answers

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Total 336 Questions | Updated On: Apr 27, 2026

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Question 1

You are developing a “flower” ML model… Which of the following describes an objection that you can NEGLECT in your risk assessment? Choose ONE option (1 out of 4)

A : The possible inputs for the ‘leaf’ and ‘flower’ ML models are so different that reuse has few advantages over new development.

B : The probability of misclassification of the ML model "flower" is higher when it is reused than when it is developed from scratch.

C : The classification behavior of the "flower" ML model is more difficult to understand when it is reused compared to when it is developed from scratch.

D : The possible outputs of the "leaf" and "flower" ML models are so different that reuse has few advantages over new development.

Answer: D

Question 2

Which statement about testing to prevent data poisoning and adversarial attacks is correct? Choose ONE option (1 out of 4)

A : Regression testing can be used to verify data sourcing policies to ensure the source of training data.

B : The adversarial examples identified during adversarial testing must not be added to the training data so that they do not poison the model.

C : Adversarial testing consists of using adversarial attacks to identify vulnerabilities so that they can be eliminated.

D : Using AIB testing to identify data poisoning can better identify outliers than exploratory data analysis.

Answer: C

Question 3

Which of the following statements about explainable AI is correct? Choose ONE option (1 out of 4)

A : Interpretability refers to how easily users can determine whether the result provided by the AI-based system is correct

B : Explainability refers to how easily the algorithms and training data needed to create the model can be determined

C : According to The Royal Society, one reason for explainable AI is to increase user confidence in the system

D : According to The Royal Society, one reason for explainable AI is to eliminate the need for risk and vulnerability assessments

Answer: C

Question 4

Which challenge to testing self-learning systems puts you at risk of a data attack? Choose ONE option (1 out of 4)

A : Inadequate specification of the operating environment

B : Complex test environment

C : Insufficient testing time

D : Unexpected changes

Answer: D

Question 5

Which of the following neural network coverage criteria can be adapted for its application? Choose ONE option (1 out of 4)

A : Sign–Sign coverage

B : Sign–Change coverage

C : Threshold coverage

D : Neuron coverage

Answer: C

Page: 1 / 68

Total 336 Questions | Updated On: Apr 27, 2026

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