CompTIA
CY0-001 · Question #1
An organization is concerned with the exposure of sensitive data. Which of the following is the most relevant security concern?
The correct answer is B. Model inversion. Model inversion is a security concern where attackers can reconstruct or infer sensitive training data from the AI model's outputs. This directly threatens data confidentiality, making it the most relevant concern for sensitive data exposure.
Threat Management
Question
An organization is concerned with the exposure of sensitive data. Which of the following is the most relevant security concern?
Options
- AOverfitting
- BModel inversion
- CData normalization
- DHyperparameter tuning
How the community answered
(17 responses)- A6% (1)
- B88% (15)
- C6% (1)
Explanation
Model inversion is a security concern where attackers can reconstruct or infer sensitive training data from the AI model's outputs. This directly threatens data confidentiality, making it the most relevant concern for sensitive data exposure.
Topics
#model inversion#sensitive data exposure#AI model attacks#data privacy
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