Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning.
Zhixin PanEmma AndrewsLaura ChangPrabhat MishraPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- data privacy
- vertically partitioned data
- private data
- data collection
- data sets
- privacy issues
- privacy sensitive
- differentially private
- data transformation
- data points
- database
- privacy preservation
- record linkage
- privacy preserving data mining
- personal data
- horizontally partitioned data
- private information
- original data
- data distribution
- sensitive data
- information loss
- personal information
- data publishing
- raw data
- input data
- data analysis