NIC: Detecting Adversarial Samples with Neural Network Invariant Checking.
Shiqing MaYingqi LiuGuanhong TaoWen-Chuan LeeXiangyu ZhangPublished in: NDSS (2019)
Keyphrases
- neural network
- artificial neural networks
- back propagation
- bp neural network
- affine invariant
- affine transformation
- training samples
- multilayer perceptron
- sample points
- network architecture
- neural network model
- pattern recognition
- image reconstruction from projections
- automatic detection
- data sets
- fuzzy artmap
- neural nets
- sampling methods
- feedforward neural networks
- fuzzy neural network
- network model
- neural network is trained
- invariant properties
- learning vector quantization
- machine learning
- multi agent
- self organizing maps
- knn
- prediction model
- recurrent neural networks
- fuzzy logic
- fault diagnosis
- radial basis function