Adversarial Attacks on Graph Neural Networks: Perturbations and their Patterns.
Daniel ZügnerOliver BorchertAmir AkbarnejadStephan GünnemannPublished in: ACM Trans. Knowl. Discov. Data (2020)
Keyphrases
- neural network
- artificial neural networks
- genetic algorithm
- pattern mining
- fuzzy logic
- weighted graph
- learning rules
- graph representation
- directed acyclic graph
- graph model
- graph theoretic
- pattern discovery
- multilayer perceptron
- connected components
- training patterns
- multi agent
- graph patterns
- malicious attacks
- countermeasures
- dynamic graph
- temporal patterns
- training process
- watermarking scheme
- graph structure
- graph theory
- bipartite graph
- directed graph
- random walk
- data mining techniques
- digital images