Weight-based Semantic Testing Approach for Deep Neural Networks.
Amany AlshareefNicolas BerthierSven ScheweXiaowei HuangPublished in: AISafety/SafeRL@IJCAI (2023)
Keyphrases
- neural network
- semantic web
- semantic level
- pattern recognition
- fuzzy logic
- weight update
- artificial neural networks
- domain specific
- genetic algorithm
- semantic knowledge
- fuzzy systems
- feed forward
- test set
- semantic similarity
- multi layer
- back propagation
- activation function
- natural language
- knowledge base
- multilayer perceptron
- semantic network
- neural nets
- software testing
- semantic search
- semantically meaningful
- similarity measure
- semantic description