TMI! Finetuned Models Leak Private Information from their Pretraining Data.
John AbascalStanley WuAlina OpreaJonathan R. UllmanPublished in: CoRR (2023)
Keyphrases
- private information
- privacy preserving
- data sets
- preserving privacy
- raw data
- private data
- data analysis
- training data
- sensitive information
- data sources
- individual privacy
- confidential information
- data privacy
- personal information
- privacy protection
- database
- sensitive data
- privacy breaches
- information loss
- data quality
- original data
- data collection
- data mining techniques
- principal component analysis
- knowledge discovery
- feature selection