A Lightweight Unsupervised Intrusion Detection Model Based on Variational Auto-Encoder.
Yi RenKanghui FengFei HuLiangyin ChenYanru ChenPublished in: Sensors (2023)
Keyphrases
- lightweight
- intrusion detection
- intrusion detection system
- anomaly detection
- network security
- unsupervised anomaly detection
- network traffic
- network intrusion detection
- artificial immune
- high detection rate
- unsupervised learning
- computer security
- cyber security
- detecting anomalous
- data mining
- network intrusion
- information security
- information systems
- data mining techniques
- network intrusions
- semi supervised
- alert correlation
- databases
- dos attacks
- data sets
- computer networks
- communication infrastructure
- intrusion prevention
- image segmentation
- machine learning
- computer vision
- data processing
- maximum likelihood
- supervised learning
- high dimensional
- pairwise