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Rectification of Syntactic and Semantic Privacy Mechanisms
- Authors
- Majeed, Abdul; Hwang, Seong Oun
- Issue Date
- Sep-2023
- Publisher
- IEEE COMPUTER SOC
- Keywords
- Companies; Data privacy; Differential privacy; Guidelines; Privacy; Semantics; Syntactics
- Citation
- IEEE SECURITY & PRIVACY, v.21, no.5, pp.18 - 32
- Journal Title
- IEEE SECURITY & PRIVACY
- Volume
- 21
- Number
- 5
- Start Page
- 18
- End Page
- 32
- ISSN
- 1540-7993
- 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.
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Related Researcher
- MAJEED, ABDUL
- College of IT Convergence (컴퓨터공학부(컴퓨터공학전공))