Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation.
Binghui WangJinyuan JiaXiaoyu CaoNeil Zhenqiang GongPublished in: KDD (2021)
Keyphrases
- neural network
- graph representation
- connected components
- pattern recognition
- artificial neural networks
- directed graph
- graph theory
- multi agent
- fuzzy logic
- multilayer perceptron
- recurrent neural networks
- structural information
- graph model
- weighted graph
- graph theoretic
- bipartite graph
- graph clustering
- graph structure
- structural analysis
- undirected graph
- structural patterns
- spanning tree
- network architecture
- graph mining
- genetic algorithm
- multi layer
- data sets
- structured data
- back propagation
- graph search
- graph based algorithm
- stable set