XG-BoT: An Explainable Deep Graph Neural Network for Botnet Detection and Forensics.
Wai Weng LoSiamak LayeghyMohanad SarhanMarius PortmannPublished in: CoRR (2022)
Keyphrases
- neural network
- graph theory
- detection accuracy
- fuzzy logic
- graph structure
- automatic detection
- false alarms
- false positives
- structured data
- detection method
- peer to peer
- artificial neural networks
- detection algorithm
- graph representation
- graph theoretic
- graph model
- neural network model
- edge weights
- genetic algorithm
- bipartite graph
- neural nets
- detection rate
- directed graph
- connected components
- random walk
- object detection
- prediction model
- weighted graph
- multi layer
- event detection
- document analysis