GNNCert: Deterministic Certification of Graph Neural Networks against Adversarial Perturbations.
Zaishuo XiaHan YangBinghui WangJinyuan JiaPublished in: ICLR (2024)
Keyphrases
- neural network
- pattern recognition
- graph model
- graph structure
- graph matching
- random walk
- graph representation
- graph mining
- directed graph
- multi layer
- weighted graph
- artificial neural networks
- multilayer perceptron
- graph theory
- bipartite graph
- shortest path
- genetic algorithm
- neural nets
- connected components
- structured data
- back propagation
- database
- feed forward
- third party
- graph partitioning
- graph structures