Adam in Private: Secure and Fast Training of Deep Neural Networks with Adaptive Moment Estimation.
Nuttapong AttrapadungKoki HamadaDai IkarashiRyo KikuchiTakahiro MatsudaIbuki MishinaHiraku MoritaJacob C. N. SchuldtPublished in: CoRR (2021)
Keyphrases
- neural network
- training process
- training algorithm
- feedforward neural networks
- feed forward neural networks
- backpropagation algorithm
- pattern recognition
- back propagation
- multi layer perceptron
- neural network training
- neural network model
- privacy preserving
- neural network structure
- neural nets
- online learning
- deep architectures
- fuzzy logic
- estimation algorithm
- training phase
- artificial neural networks
- error back propagation
- accurate estimation
- adaptive kalman filter
- recurrent networks
- multilayer perceptron
- supervised learning
- sensitive data
- multi layer
- radial basis function network
- security protocols
- feed forward
- test set
- parameter estimation
- e learning
- genetic algorithm