Towards Verifying Robustness of Neural Networks Against Semantic Perturbations.
Jeet MohapatraTsui-Wei WengPin-Yu ChenSijia LiuLuca DanielPublished in: CoRR (2019)
Keyphrases
- neural network
- pattern recognition
- semantic web
- high robustness
- semantic analysis
- neural nets
- semantic network
- neural network model
- multilayer perceptron
- semantic representation
- recurrent neural networks
- artificial neural networks
- fault diagnosis
- domain ontology
- back propagation
- semantically rich
- semantic level
- natural language
- semantic interpretation
- semantically meaningful
- high level
- semantic knowledge
- semantic search
- information retrieval
- semantic information
- semantic description
- decision trees
- multi layer perceptron
- training process
- fuzzy systems
- context dependent
- fuzzy logic
- domain specific
- low level features
- computational efficiency