Privacy-Preserving Fair Machine Learning Without Collecting Sensitive Demographic Data.
Hui HuMike BorowczakZhengzhang ChenPublished in: IJCNN (2021)
Keyphrases
- privacy preserving
- demographic data
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- sensitive information
- private information
- multi party
- horizontally partitioned data
- data privacy
- record linkage
- decision trees
- data transformation
- secure multiparty computation
- data collection
- data mining
- data analysis
- personal data
- privacy issues
- private data
- privacy requirements
- data perturbation
- horizontally partitioned
- scalar product
- naive bayesian classification
- privacy sensitive
- privacy protection
- data publishing
- data sets
- user privacy
- privacy preserving classification
- databases
- privacy concerns