Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks.
Hussain HussainMeng CaoSandipan SikdarDenis HelicElisabeth LexMarkus StrohmaierRoman KernPublished in: CoRR (2022)
Keyphrases
- neural network
- web graph
- directed graph
- graph theoretic
- graph representation
- neural network model
- structured data
- genetic algorithm
- graph structure
- graph theory
- multilayer perceptron
- fault diagnosis
- fuzzy logic
- pattern recognition
- connected components
- back propagation
- feed forward
- random walk
- artificial neural networks
- multi agent
- graph mining
- graph model
- weighted graph
- envy freeness
- link graph
- intra class
- social networks
- spanning tree
- directed acyclic graph
- self organizing maps
- neural nets
- game theory
- resource allocation