Exploring the tradeoff between data privacy and utility with a clinical data analysis use case.
Eunyoung ImHyeoneui KimHyungbok LeeXiaoqian JiangJu Han KimPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- data privacy
- data analysis
- differential privacy
- data anonymization
- privacy preserving
- privacy preservation
- privacy preserving data mining
- data sharing
- data quality
- cloud computing
- sensitive information
- private data
- privacy concerns
- preserving privacy
- original data
- distributed data
- sensitive attributes
- data mining
- sensitive data
- data warehouse
- cluster analysis
- machine learning
- data collection
- third party
- data protection
- data mining algorithms
- high dimensional data
- private information
- object oriented
- information loss
- preprocessing
- data publishing
- business intelligence