DP-SSLoRA: A privacy-preserving medical classification model combining differential privacy with self-supervised low-rank adaptation.
Chaokun YanHaicao YanWenjuan LiangMenghan YinHuimin LuoJunwei LuoPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- privacy preserving
- low rank
- differential privacy
- differentially private
- privacy guarantees
- linear combination
- private data
- privacy preservation
- privacy preserving data mining algorithms
- missing data
- privacy preserving data mining
- high dimensional data
- data privacy
- singular value decomposition
- preserving privacy
- private information
- privacy concerns
- sensitive information
- anonymized data
- data publishing
- privacy protection
- feature extraction
- data distribution
- scalar product
- knowledge discovery