Efficient Data Collaboration Using Multi-Party Privacy Preserving Machine Learning Framework.
Abdu SalamMuhammad AbrarFaizan UllahIzaz Ahmad KhanFarhan AminGyu Sang ChoiPublished in: IEEE Access (2023)
Keyphrases
- privacy preserving
- multi party
- privacy sensitive
- data privacy
- machine learning
- sensitive information
- data transformation
- private data
- privacy guarantees
- sensitive data
- data collection
- personal data
- horizontally partitioned data
- privacy preservation
- data analysis
- vertically partitioned data
- preserving privacy
- privacy requirements
- private information
- data sets
- privacy preserving data mining
- privacy issues
- record linkage
- privacy concerns
- data publishing
- information sharing
- data sources
- privacy preserving distributed data mining
- distributed data
- original data
- differentially private
- third party
- data mining techniques
- scalar product
- knowledge discovery
- privacy preserving data mining algorithms