CIPT Exam Dumps | Machine-learning based solutions present a privacy risk because?

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Question 5/126

Machine-learning based solutions present a privacy risk because?

A. Training data used during the training phase is compromised.

B. The solution may contain inherent bias from the developers.

C. The decision-making process used by the solution is not documented.

D. Machine-learning solutions introduce more vulnerabilities than other software.

Correct Answer: A

Machine-learning solutions present a privacy risk primarily because the training data used during the training phase may contain sensitive information. If this data is compromised, it can lead to privacy breaches.
Machine-learning models can also inadvertently memorize and reproduce sensitive data from the training set.
Reference:IAPP CIPT Study Guide, "Privacy Risks in Machine Learning," which discusses the significance of ensuring the security and privacy of training data.

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