balancing utility and privacy

How Can We Achieve a Balance?

Balancing utility and privacy involves several strategies:

Data anonymization: Removing or encrypting personal identifiers to protect individual identities while retaining useful information.
Data minimization: Collecting only the data necessary for the specific research purpose to reduce privacy risks.
Informed consent: Ensuring participants are fully aware of how their data will be used, stored, and shared.
Data security: Implementing strong security measures to prevent unauthorized access and breaches.
Regulatory compliance: Adhering to laws and guidelines such as the General Data Protection Regulation (GDPR) or the Health Insurance Portability and Accountability Act (HIPAA).

Frequently asked queries:

How Can We Achieve a Balance?

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Why is Confidentiality Important?

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