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.
The Answer Is:
A
This question includes an explanation.
Explanation:
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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