Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions.
Minghui LiSherman S. M. ChowShengshan HuYuejing YanMinxin DuZhibo WangPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- convolutional neural network
- face detection
- privacy preserving data mining
- privacy preservation
- third party
- vertically partitioned data
- sensitive information
- multi party
- privacy sensitive
- neural network
- record linkage
- naive bayesian classification
- data privacy
- private information
- sensitive data
- privacy concerns
- private data
- privacy protection
- data perturbation
- service providers
- horizontally partitioned data
- horizontally partitioned
- personal data
- preserving privacy
- privacy preserving data mining algorithms
- privacy preserving association rule mining
- secure multiparty computation
- privacy preserving classification
- privacy guarantees
- data publishing
- differential privacy
- access control
- multi class