IDS-INT: Intrusion detection system using transformer-based transfer learning for imbalanced network traffic.
Farhan UllahShamsher UllahGautam SrivastavaJerry Chun-Wei LinPublished in: Digit. Commun. Networks (2024)
Keyphrases
- data sets
- transfer learning
- intrusion detection system
- network traffic
- intrusion detection
- network security
- anomaly detection
- computer networks
- network intrusion detection
- labeled data
- reinforcement learning
- machine learning
- distributed intrusion detection
- traffic data
- network traffic data
- collaborative filtering
- active learning
- network monitoring
- machine learning algorithms
- semi supervised learning
- computer systems
- data mining techniques
- alert correlation
- data mining
- text categorization
- learning algorithm
- bayesian networks
- text mining
- text classification
- traffic patterns
- network attacks
- network intrusions
- dos attacks
- network intrusion
- security policies
- model selection