Backpropagation Clipping for Deep Learning with Differential Privacy.
Timothy StevensIvoline C. NgongDavid DaraisCalvin HirschDavid SlaterJoseph P. NearPublished in: CoRR (2022)
Keyphrases
- deep learning
- back propagation
- differential privacy
- differentially private
- artificial neural networks
- neural network
- privacy preserving
- feed forward
- unsupervised learning
- learning algorithm
- privacy preservation
- machine learning
- hidden layer
- neural nets
- data sharing
- fuzzy logic
- weakly supervised
- personal information
- multilayer perceptron
- mental models
- artificial intelligence
- privacy preserving data mining
- data privacy
- input image
- data sets
- object recognition
- control system