Privacy-Preserving Federated Biomedical Data Analysis.
Xiaoqian JiangLuca BonomiJaideep VaidyaLi XiongLucila Ohno-MachadoPublished in: AMIA (2021)
Keyphrases
- privacy preserving
- data analysis
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- text mining
- sensitive information
- data collection
- machine learning
- data privacy
- multi party
- digital libraries
- preserving privacy
- record linkage
- high dimensional data
- sensitive data
- privacy concerns
- private information
- business intelligence
- knowledge discovery
- privacy sensitive
- horizontally partitioned data
- scalar product
- privacy protection
- data mining
- privacy issues
- data publishing
- data sources
- privacy preserving classification
- data perturbation
- databases
- partitioned data
- secure multiparty computation
- homomorphic encryption
- data warehouse
- distributed data
- privacy requirements
- user privacy
- privacy guarantees
- private data
- differential privacy