An explainable intrusion detection system based on feature importance.
Peixin LiaoXvxin HuangQiangbo HuangYanming LiangZhongxiao WangDenghui ZhangPublished in: CloudNet (2023)
Keyphrases
- feature importance
- intrusion detection system
- intrusion detection
- random forest
- network security
- computer networks
- network traffic
- anomaly detection
- network intrusion detection
- relevance feedback
- distributed intrusion detection
- computer systems
- feature selection
- network intrusion detection systems
- semi supervised
- alert correlation
- data mining techniques
- misuse detection
- network attacks
- normal behavior
- attack detection
- unauthorized access
- training data
- real world
- object recognition
- data analysis
- pairwise
- feature set
- image classification
- model selection