Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks.
Hussain HussainMeng CaoSandipan SikdarDenis HelicElisabeth LexMarkus StrohmaierRoman KernPublished in: ICDM (2022)
Keyphrases
- neural network
- graph theory
- pattern recognition
- web graph
- graph representation
- graph theoretic
- structured data
- graph structure
- link graph
- dependency graph
- weighted graph
- random walk
- bipartite graph
- graph matching
- neural network model
- directed acyclic graph
- directed graph
- group members
- graph mining
- spanning tree
- connected components
- knn
- strongly connected
- genetic algorithm