Which of the following would BEST ensure privacy when utilizing AI-based technologies?

The correct answer is C. Minimization. Data minimization requires collecting and using only what is necessary for the stated purpose-- directly limiting privacy risk in AI development and use. Encryption (A) and masking (D) protect data post-collection, and pseudonymization (B) reduces identifiability but does not lim

Data Life Cycle

Question

Options

AEncryption
BPseudonymization
CMinimization
DMasking

How the community answered

(55 responses)

A
27% (15)
B
11% (6)
C
55% (30)
D
7% (4)

Explanation

Data minimization requires collecting and using only what is necessary for the stated purpose-- directly limiting privacy risk in AI development and use. Encryption (A) and masking (D) protect data post-collection, and pseudonymization (B) reduces identifiability but does not limit collection or use. Minimization addresses privacy by default at the source. "Collect and process no more personal data than necessary for the specified purpose."

Topics

#Data Minimization#AI Privacy#Privacy-Enhancing Technologies#Privacy by Design

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