Certified Data Privacy Solutions Engineer (CDPSE) — Question 148

In which of the following scenarios would implementing a machine learning algorithm for anomaly detection raise data privacy concerns?

Answer options

• A. Establishing benchmarks to identify outliers
• B. Determining employee email spam classification
• C. Evaluating employee behavior to identify potential fraud
• D. Accessing personal information in audits

Correct answer: C

Explanation

The correct answer is C because evaluating employee behavior for potential fraud involves sensitive personal information and could lead to privacy violations. The other options, while they involve data analysis, do not directly engage with personal data in a way that raises significant privacy concerns.