MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption.
Prajwal PanzadeDaniel TakabiZhipeng CaiPublished in: CoRR (2024)
Keyphrases
- fine tuning
- privacy preserving
- homomorphic encryption
- biomedical images
- medical images
- privacy preserving data mining
- image analysis
- privacy preservation
- vertically partitioned data
- private information
- multi party
- scalar product
- sensitive information
- data privacy
- privacy concerns
- data sharing
- sensitive data
- privacy protection
- encryption scheme
- differential privacy
- databases