학술논문
Rectification of Syntactic and Semantic Privacy Mechanisms
Document Type
Periodical
Author
Source
IEEE Security & Privacy IEEE Secur. Privacy Security & Privacy, IEEE. 21(5):18-32 Jan, 2023
Subject
Language
ISSN
1540-7993
1558-4046
1558-4046
Abstract
We highlight that syntactic and semantic mechanisms used for preserving individual privacy in data analysis have various technical shortcomings with respect to the nature of personal data, workflow, and evaluation metrics. We suggest technical guidelines to rectify these shortcomings to meet both privacy and utility expectations.