privatepersonal
PrivatePersonal is a term used in technology and privacy discussions to describe an approach to personalization that emphasizes user privacy and data minimization. It denotes a design principle or philosophy rather than a formal standard, focusing on delivering tailored experiences while limiting the collection, use, and sharing of personal data.
Core ideas include giving users granular control over data, processing data on-device when possible, and employing
Origins and usage: The term has appeared in industry white papers and academic discourse as a descriptive
Applications: PrivatePersonal can apply to consumer apps, e-commerce, media recommendations, smart devices, and health applications seeking
Challenges: Balancing the usefulness of personalization with privacy safeguards remains difficult. Technical challenges include implementing efficient
Related concepts include differential privacy, federated learning, on-device processing, privacy by design, data minimization, and consent