Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks.
Uday Shankar ShanthamalluJayaraman J. ThiagarajanAndreas SpaniasPublished in: AAAI (2021)
Keyphrases
- neural network
- graph matching
- pattern recognition
- maximum matching
- matching process
- subgraph isomorphism
- association graph
- matching algorithm
- random walk
- feature points
- fuzzy logic
- bipartite graph
- maximum weight
- decision theory
- minimal spanning tree
- countermeasures
- artificial neural networks
- graph structure
- pattern matching
- graph theoretic
- spanning tree
- graph model
- directed acyclic graph
- fuzzy systems
- object recognition
- directed graph
- connected components
- image matching
- fault diagnosis
- structured data
- seed set
- maximum cardinality
- similarity scores
- graph theory
- uncertain data
- recurrent neural networks
- feed forward
- keypoints
- rough sets