An Automated Alert Cross-Verification System with Graph Neural Networks for IDS Events.
Liang LiYuanhui HeFeiyang HuangZiming ZhaoZhuoxue SongTong ZhouZhenyuan LiFan ZhangPublished in: CSCWD (2024)
Keyphrases
- neural network
- pattern recognition
- semi automated
- graph representation
- graph theory
- fuzzy logic
- bipartite graph
- intrusion detection system
- event detection
- intrusion detection
- model checking
- random walk
- fully automated
- neural nets
- graph matching
- spanning tree
- directed graph
- artificial neural networks
- graph model
- fuzzy systems
- graph theoretic
- alert correlation
- weighted graph
- graph partitioning
- genetic algorithm
- graph construction
- formal verification
- temporal sequences
- event sequences
- pairwise
- back propagation
- self organizing maps
- undirected graph
- neural network model
- feed forward
- graph mining
- directed acyclic graph
- multilayer perceptron
- multi layer