Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions.
Minghui LiSherman S. M. ChowShengshan HuYuejing YanChao ShenQian WangPublished in: IEEE Trans. Dependable Secur. Comput. (2022)
Keyphrases
- privacy preserving
- convolutional neural network
- face detection
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- sensitive information
- third party
- multi party
- record linkage
- service providers
- secure multiparty computation
- privacy guarantees
- private information
- privacy protection
- sensitive data
- data privacy
- scalar product
- preserving privacy
- privacy concerns
- privacy preserving association rule mining
- feature space
- partitioned data
- homomorphic encryption
- neural network
- data perturbation
- horizontally partitioned data
- user privacy
- private data
- privacy issues
- privacy requirements
- location privacy
- data publishing
- medical images
- horizontally partitioned
- pairwise
- feature selection