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: Proc. Priv. Enhancing Technol. (2022)
Keyphrases
- neural network
- training algorithm
- training process
- feedforward neural networks
- artificial neural networks
- feed forward neural networks
- multi layer perceptron
- recurrent networks
- pattern recognition
- fuzzy logic
- back propagation
- neural nets
- neural network training
- training examples
- fuzzy systems
- deep architectures
- fault diagnosis
- backpropagation algorithm
- error back propagation
- multilayer perceptron
- estimation algorithm
- privacy preserving
- online learning
- supervised learning
- deep learning
- cryptographic protocols
- decision directed
- homomorphic encryption
- learning capabilities
- hidden layer
- recurrent neural networks
- training data
- genetic algorithm