XG-BoT: An explainable deep graph neural network for botnet detection and forensics.
Wai Weng LoGayan K. KulatillekeMohanad SarhanSiamak LayeghyMarius PortmannPublished in: Internet Things (2023)
Keyphrases
- neural network
- artificial neural networks
- random walk
- forgery detection
- pattern recognition
- object detection
- detection accuracy
- detection algorithm
- back propagation
- graph model
- graph theory
- bipartite graph
- event detection
- self organizing maps
- false positives
- structured data
- detection method
- peer to peer
- digital images
- neural network is trained
- detection rate
- automatic detection
- fuzzy logic
- graph structure
- graph theoretic
- graph based algorithm
- graph representation
- spanning tree
- network architecture
- computer games
- training process
- false alarms
- associative memory
- graph matching
- neural network model
- directed graph
- social network analysis
- intrusion detection
- anomaly detection
- genetic algorithm