IAPP
AIGP · Question #78
A company initially intended to use a large data set containing personal information to train an AI model. After consideration, the company determined that it can derive enough value from the data…
The correct answer is A. Anonymization. Anonymization permanently removes personal identifiers from data, preventing re-identification and enhancing privacy.
AI Models and Data
Question
A company initially intended to use a large data set containing personal information to train an AI model. After consideration, the company determined that it can derive enough value from the data set without any personal information and permanently obfuscated all personal data elements before training the model. This is an example of applying which privacy-enhancing technique (PET)?
Options
- AAnonymization.
- BPseudonymization.
- CDifferential privacy.
- DFederated learning.
How the community answered
(34 responses)- A91% (31)
- B3% (1)
- C3% (1)
- D3% (1)
Explanation
Anonymization permanently removes personal identifiers from data, preventing re-identification and enhancing privacy.
Topics
#anonymization#privacy-enhancing technologies#data obfuscation#pseudonymization
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