Towards Privacy-Preserving Machine Learning in Sovereign Data Spaces: Opportunities and Challenges.
Mehdi Akbari GurabiFelix HermsenAvikarsha MandalStefan DeckerPublished in: Privacy and Identity Management (2023)
Keyphrases
- privacy preserving
- private data
- data privacy
- data sets
- machine learning
- data analysis
- data transformation
- record linkage
- privacy sensitive
- database
- vertically partitioned data
- privacy issues
- private information
- data points
- sensitive data
- privacy concerns
- data distribution
- data sources
- sensitive information
- privacy preserving data mining
- original data
- scalar product
- log data
- data quality
- personal data
- privacy preservation
- high dimensional data
- privacy guarantees
- data model