Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning.
Reza NasirigerdehJavad TorkzadehmahaniDaniel RueckertGeorgios KaissisPublished in: SaTML (2023)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- kernel methods
- vertically partitioned data
- multi party
- privacy concerns
- support vector
- record linkage
- sensitive information
- horizontally partitioned data
- data privacy
- private information
- scalar product
- private data
- data publishing
- kernel function
- social networks
- differential privacy
- privacy issues
- privacy sensitive
- similarity measure
- data mining
- privacy requirements
- preserving privacy
- data perturbation
- data sets
- personal data
- support vector machine
- smart card
- information loss