VerIDeep: Verifying Integrity of Deep Neural Networks through Sensitive-Sample Fingerprinting.
Zecheng HeTianwei ZhangRuby B. LeePublished in: CoRR (2018)
Keyphrases
- neural network
- pattern recognition
- fuzzy logic
- artificial neural networks
- back propagation
- model checking
- neural network model
- neural nets
- data sets
- data integrity
- recurrent neural networks
- multilayer perceptron
- integrity constraints
- self organizing maps
- genetic algorithm
- databases
- database
- feed forward
- sample size
- activation function
- learning rules
- data samples
- sample points
- sample set
- database integrity