An adversarial domain adaptation approach combining dual domain pairing strategy for IoT intrusion detection under few-shot samples.
Wengang MaRuiqi LiuKehong LiShan YanJin GuoPublished in: Inf. Sci. (2023)
Keyphrases
- intrusion detection
- domain adaptation
- intrusion detection system
- cross domain
- anomaly detection
- multiple sources
- network security
- target domain
- network traffic
- network intrusion detection
- semi supervised
- sentiment classification
- test data
- transfer learning
- semi supervised learning
- detecting anomalous
- data sets
- labeled data
- unlabeled data
- network intrusions
- training samples
- video sequences
- knowledge discovery
- information retrieval
- machine learning
- data mining
- databases
- domain specific
- text mining
- learning process
- training set
- training data
- database systems
- co training
- information systems
- network attacks