IAPP AIGP echte frage : IAPP Certified Artificial Intelligence Governance Professional

What is the best method to apply to an AI model so that it is statistically unlikely that a specific piece of training data can be identified from a model's output?

• A. Homomorphic encryption.
• B. Data sharding.
• C. Differential privacy.
• D. Data compartmentalization.

CASE STUDY
Please use the following answer the next question:
A local police department in the United States procured an Al system to monitor and analyze social media feeds, online marketplaces and other sources of public information to detect evidence of illegal activities (e.g., sale of drugs or stolen goods). The Al system works by surveilling the public sites in order to identify individuals that are likely to have committed a crime. It cross-references the individuals against data maintained by law enforcement and then assigns a percentage score of the likelihood of criminal activity based on certain factors like previous criminal history, location, time, race and gender.
The police department retained a third-party consultant assist in the procurement process, specifically to evaluate two finalists. Each of the vendors provided information about their system's accuracy rates, the diversity of their training data and how their system works. The consultant determined that the first vendor's system has a higher accuracy rate and based on this information, recommended this vendor to the police department.
The police department chose the first vendor and implemented its Al system. As part of the implementation, the department and consultant created a usage policy for the system, which includes training police officers on how the system works and how to incorporate it into their investigation process.
The police department has now been using the Al system for a year. An internal review has found that every time the system scored a likelihood of criminal activity at or above 90%, the police investigation subsequently confirmed that the individual had, in fact, committed a crime. Based on these results, the police department wants to forego investigations for cases where the Al system gives a score of at least 90% and proceed directly with an arrest.
The best human oversight mechanism for the police department to implement is that a police officer should?

• A. Explain to the accused how the Al system works.
• B. Consider the Al recommendation as part of the criminal investigation.
• C. Ensure an accused is given notice that the Al system was used.
• D. Confirm the Al recommendation prior to sentencing.

What is the most significant risk of deploying an AI model that can create realistic images and videos?

• A. Output cannot be protected.
• B. Copyright infringement.
• C. Security breaches.
• D. Downstream harms.

An artist has been using an Al tool to create digital art and would like to ensure that it has copyright protection in the United States.
Which of the following is most likely to enable the artist to receive copyright protection?

• A. Obtain a representation from the Al provider on how the tool works.
• B. Provide a log of the prompts the artist used to generate the images.
• C. Update the images in a creative way to demonstrate that it is the artist's.
• D. Ensure the tool was trained using publicly available content.

A company is creating a mobile app to enable individuals to upload images and videos, and analyze this data using ML to provide lifestyle improvement recommendations. The signup form has the following data fields:
1.First name
2.Last name
3.Mobile number
4.Email ID
5.New password
6.Date of birth
7.Gender
In addition, the app obtains a device's IP address and location information while in use.
What GDPR privacy principles does this violate?

• A. Transparency and Accuracy.
• B. Accountability and Lawfulness.
• C. Integrity and Confidentiality.
• D. Purpose Limitation and Data Minimization.