Temporal Patterns Discovery of Evolving Graphs for Graph Neural Network (GNN)-based Anomaly Detection in Heterogeneous Networks.
Jongmo KimKunyoung KimGi-Yoon JeonMye M. SohnPublished in: J. Internet Serv. Inf. Secur. (2022)
Keyphrases
- anomaly detection
- evolving graphs
- temporal patterns
- heterogeneous networks
- neural network
- pattern discovery
- intrusion detection
- temporal information
- network traffic
- multiple types
- detect anomalies
- log files
- communication networks
- intrusion detection system
- unsupervised learning
- knowledge discovery
- data mining
- temporal constraints
- link prediction
- pattern mining
- data analysis
- website
- data sets
- frequent patterns
- data structure
- spatial information
- association rule mining
- machine learning
- computer vision
- collaborative filtering
- semi supervised