Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective.
Kaidi XuHongge ChenSijia LiuPin-Yu ChenTsui-Wei WengMingyi HongXue LinPublished in: IJCAI (2019)
Keyphrases
- neural network
- optimization problems
- graph structure
- small world
- graph theory
- viewpoint
- ddos attacks
- random walk
- optimization algorithm
- graph representation
- graph model
- constrained optimization
- weighted graph
- directed graph
- genetic algorithm
- undirected graph
- global optimization
- multilayer perceptron
- network security
- fault diagnosis
- countermeasures
- optimization process
- graph mining
- graph databases
- graph theoretic
- topological information
- feed forward
- combinatorial optimization
- structured data
- back propagation
- fuzzy logic
- artificial neural networks
- pattern recognition
- data mining