Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks.
Uday Shankar ShanthamalluJayaraman J. ThiagarajanAndreas SpaniasPublished in: CoRR (2020)
Keyphrases
- neural network
- graph matching
- pattern recognition
- association graph
- maximum matching
- maximum cardinality
- subgraph isomorphism
- pattern matching
- matching algorithm
- matching process
- fuzzy logic
- countermeasures
- stable set
- maximum weight
- bipartite graph
- graph theory
- graph representation
- graph structure
- recurrent neural networks
- image matching
- minimal spanning tree
- feature points
- artificial neural networks
- security mechanisms
- attributed relational graph
- weighted graph
- directed graph
- self organizing maps
- structured data
- back propagation
- graph theoretic
- graph databases
- similarity scores
- graph model
- random walk
- genetic algorithm