Which of the following is a PRIMARY consideration to protect against privacy violations when utilizing artificial intelligence (AI) driven business decisions?

Which of the following is a PRIMARY consideration to protect against privacy violations when utilizing artificial intelligence (AI) driven business decisions?
A . De-identifying the data to be analyzed
B . Verifying the data subjects have consented to the processing
C . Defining the intended objectives
D . Ensuring proper data sets are used to train the models

View Answer

Answer: D

Explanation:

The primary consideration to protect against privacy violations when utilizing artificial intelligence (AI) driven business decisions is ensuring proper data sets are used to train the models. AI is a technology that enables machines or systems to perform tasks that normally require human intelligence, such as reasoning, learning, decision making, etc. AI relies on large amounts of data to train its models and algorithms to perform these tasks. However, if the data sets used to train the models are inaccurate, incomplete, biased, or outdated, they can result in privacy violations, such as discrimination, profiling, manipulation, or harm to the data subjects. Therefore, an IT privacy practitioner should ensure that the data sets used to train the models are proper, meaning that they are relevant, representative, reliable, and respectful of the data subjects’ rights and interests.

Reference: CDPSE Review Manual (Digital Version), page 141