CT-AI Practice Questions

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.

A.  

Clustering is classification of a continuous quantity.

B.  

Clustering is supervised learning.

C.  

Clustering is done without prior knowledge of output classes.

D.  

Clustering requires you to know the classes.

A.  

There was an algorithmic bias in the Al system.

A.  

Intuitive test case design for AI-based systems involves interactive, hypothesis-driven examination of data for correlations or developmental trends.

B.  

In checklist-based testing of AI-based systems, the existing test cases are dynamically adapted, for example based on metamorphic testing.

C.  

Exploratory testing is often used for AI-based systems because there are often insufficient specifications or problems with the test oracle for AI-based systems.

D.  

Tour refers to intuitive test case design for AI-based systems based on multiple, sequential test cases using systematically biased training data.

A.  

The bias of a neuron is determined by the activation values of the neurons in the previous layer

B.  

Training a neural network only changes the values of the weights at the connections between neurons

C.  

A single-layer perceptron is NOT a neural network

D.  

The input layer of a deep neural network must have at least as many neurons as its output layer

A.  

Compliance needs require proper care to be taken of input personal data.

B.  

Nature of data constantly changes with lime.

C.  

Data for the use case is being generated at a fast pace.

D.  

Test data being sourced from public sources.