Resource-Interaction Graph: Efficient Graph Representation for Anomaly Detection.
James PopeJinyuan LiangVijay KumarFrancesco RaimondoXinyi SunRyan McConvilleThomas PasquierRobert J. PiechockiGeorge OikonomouBo LuoDan HowarthIoannis MavromatisAdrián Sánchez-MompóPietro CarnelliTheodoros SpyridopoulosAftab KhanPublished in: CoRR (2022)
Keyphrases
- graph representation
- anomaly detection
- graph model
- intrusion detection
- detecting anomalies
- network intrusion detection
- adjacency matrix
- anomalous behavior
- network traffic
- network anomaly detection
- one class support vector machines
- detecting anomalous
- intrusion detection system
- graph representations
- unsupervised learning
- training data
- graph partitioning
- graph structure