ITE302c_SP24_Full

K-anonymity in a dataset is achieved when each individual cannot be

• distinguished from at least K individuals who are also in the dataset

• reidentified in K datasets

• hidden from a quasi-identifier column as long as K individuals belong

• harmed from datasets with K individuals belonging to the sensitive class

Model inputs of address with 'City + State' as separate inputs from a dataset would violate which accuracy quideline?

• Domain expertise

• No correlating data

• First principles

• Objective summarization

One way to avoid feedback loops in machine learning is to

• destroy previous training data

• scrub datasets after each decision

• investigate exclusion bias

• label outputs to prevent re-training bias

Which of the following are transport encryption protocols? (select two.)

• SSH/TLS

• SSH

• FTP

• HTTP

You want to solicit feedback from users who are seeking explanations about your Al products and services. So, you decide to place a form on your marketing website that users can fill out. Which of the following is the best way to structure that form for the purpose of collecting useful feedback?

• Provide a drop-down menu of feedback categories that users can select from, with a promise that you'll follow up via email.

• Provide a series of open questions with a single-line entry field where users can provide short answers.

• Provide a series of yes or no questions with radio buttons where users select their respective answers.

• Provide a large, unrestricted text box where users can enter their thoughts at length.

An example of automation bias is

• using biased survey data instead of parsed survey data

• using parsed twitter data over parsed Facebook data

• using new data over existing data

• using scraped twitter data over survey data

What are the duties of an ethics board for data-driven technology organizations?

• Response to rapid changes in the field, investigating the ethical implications.

• Develop resources to be used in ethical decision-making processes.

• Build a repository of institutional knowledge around ethical practices.

• All of the others

What is a culture of appreciation?

• An incentive structure that encourages all employees to identify people who deserve a reward for behaving ethically.

• An incentive structure that encourages external stakeholders to identify people who deserve a reward for behaving ethically.

• An incentive structure that encourages managers to identify people who deserve a reward for behaving ethically.

• An incentive structure that encourages all top directors to identify people who deserve a reward for behaving ethically.

The explainable Al movement states that cooperation between agents, in this case, algorithms and humans, depends on which of the following?

• trust

• human rights

• competition

• privacy

A dataset attribute that is not identifiable but constitutes data about the individual that needs to be protected is known as a

• explicitly private column

• quasi-identifier

• non-sensitive column

• sensitive column