How Does Data Augmentation Affect Privacy in Machine Learning?
Da YuHuishuai ZhangWei ChenJian YinTie-Yan LiuPublished in: AAAI (2021)
Keyphrases
- machine learning
- data analysis
- data sets
- raw data
- knowledge discovery
- information loss
- data collection
- database
- data processing
- high quality
- image data
- distributed data
- statistical databases
- data structure
- input data
- data sources
- statistical analysis
- high dimensional
- original data
- sensitive information
- decision trees
- learning algorithm
- confidential data