Towards Verifying Robustness of Neural Networks Against A Family of Semantic Perturbations.
Jeet MohapatraTsui-Wei WengPin-Yu ChenSijia LiuLuca DanielPublished in: CVPR (2020)
Keyphrases
- neural network
- semantic information
- semantic web
- special case
- pattern recognition
- natural language
- fuzzy logic
- neural network model
- semantic similarity
- genetic algorithm
- artificial neural networks
- semantic description
- self organizing maps
- model checking
- semantic knowledge
- neural nets
- fuzzy systems
- semantic search
- semantic analysis
- context dependent
- semantically equivalent
- semantic level
- semantic interpretation
- semantic content
- semantic web technologies
- multi layer
- recurrent neural networks
- databases
- computational efficiency
- high level
- back propagation