Privacy Preserving Back-Propagation Based on BGV on Cloud.
Fanyu BuYu MaZhikui ChenHan XuPublished in: HPCC/CSS/ICESS (2015)
Keyphrases
- privacy preserving
- back propagation
- artificial neural networks
- neural network
- cloud computing
- training algorithm
- feed forward
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- hidden layer
- bp algorithm
- bp neural network
- multilayer perceptron
- learning algorithm
- private information
- data privacy
- fuzzy logic
- horizontally partitioned data
- privacy issues
- sensitive information
- feed forward neural networks
- privacy concerns
- differential privacy
- multi party
- preserving privacy
- activation function
- private data
- scalar product
- data publishing
- privacy guarantees
- multi layer neural network
- privacy protection
- data perturbation
- weight update
- secure multiparty computation
- data sets
- medical images
- support vector machine
- machine learning