The Effective Methods for Intrusion Detection With Limited Network Attack Data: Multi-Task Learning and Oversampling.
Lijian SunYun ZhouYanjuan WangCheng ZhuWeiming ZhangPublished in: IEEE Access (2020)
Keyphrases
- intrusion detection
- network intrusion
- data mining techniques
- multi task learning
- data analysis
- data sets
- network structure
- network intrusion detection
- network security
- knowledge discovery
- training data
- normal behavior
- anomaly detection
- intrusion detection system
- network traffic
- learning models
- data mining
- machine learning algorithms
- traffic data
- network attacks
- multi task
- learning problems
- complex networks
- computer systems
- multi class
- learning algorithm