Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation.
Binghui WangJinyuan JiaXiaoyu CaoNeil Zhenqiang GongPublished in: CoRR (2020)
Keyphrases
- neural network
- graph structure
- structural information
- computational efficiency
- structured data
- graph model
- random walk
- graph theoretic
- artificial neural networks
- structural patterns
- graph representation
- pattern recognition
- directed graph
- graph based algorithm
- graph theory
- recurrent neural networks
- training process
- multi layer
- weighted graph
- data sets
- graph matching
- feed forward
- fault diagnosis
- fuzzy logic
- learning algorithm
- fuzzy systems
- connected components
- directed acyclic graph
- back propagation
- rule extraction
- graph search
- machine learning
- stable set
- perturbation method