Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective.
Kaidi XuHongge ChenSijia LiuPin-Yu ChenTsui-Wei WengMingyi HongXue LinPublished in: CoRR (2019)
Keyphrases
- neural network
- pattern recognition
- optimization problems
- random walk
- graph representation
- defense mechanisms
- attack graph
- artificial neural networks
- fully connected
- ddos attacks
- small world
- global optimization
- genetic algorithm
- highly non linear
- graph structure
- optimization algorithm
- back propagation
- neural network model
- intrusion detection
- optimization method
- activation function
- graph theory
- optimization process
- graph databases
- multi layer
- connected components
- fault diagnosis
- structured data
- graph matching
- directed graph
- min sum
- wireless sensor networks