Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection.
Si WangWenye LiuChip-Hong ChangPublished in: AsianHOST (2019)
Keyphrases
- neural network
- multi layer
- pattern recognition
- single layer
- training examples
- missing data
- multiple layers
- artificial neural networks
- genetic algorithm
- fuzzy logic
- additive noise
- noisy data
- neural network model
- noise level
- random noise
- unsupervised learning
- signal to noise ratio
- machine learning
- image noise
- discriminative power
- learning algorithm
- noise reduction
- fault diagnosis
- feature extraction
- multi agent
- maximum likelihood
- active learning
- color images