Privacy-preserving Machine Learning for Medical Image Classification.
Shreyansh SinghK. K. ShuklaPublished in: CoRR (2021)
Keyphrases
- privacy preserving
- image classification
- machine learning
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- feature extraction
- knowledge discovery
- multi party
- private information
- record linkage
- horizontally partitioned data
- scalar product
- differential privacy
- image features
- privacy concerns
- data mining
- feature selection
- private data
- image representation
- sparse representation
- medical data
- decision trees
- privacy issues
- privacy sensitive
- naive bayesian classification
- partitioned data
- data privacy
- sensitive data
- feature space
- sensitive information
- support vector machine
- privacy guarantees
- location privacy
- preserving privacy
- data analysis
- homomorphic encryption
- privacy preserving classification
- horizontally partitioned
- association rules
- privacy preserving association rule mining
- privacy preserving data mining algorithms