Advancing Malware Detection in Network Traffic With Self-Paced Class Incremental Learning.
Xiaohu XuXi-Xi ZhangQianyun ZhangYu WangBamidele AdebisiTomoaki OhtsukiHikmet SariGuan GuiPublished in: IEEE Internet Things J. (2024)
Keyphrases
- incremental learning
- network traffic
- malware detection
- anomaly detection
- intrusion detection
- incremental learning algorithm
- network intrusion detection
- intrusion detection system
- computer networks
- malicious executables
- network security
- traffic data
- internet traffic
- fuzzy artmap
- semi supervised
- network bandwidth
- supervised learning
- detecting anomalous
- learning process
- machine learning
- network traffic data
- active learning
- high dimensional
- traffic patterns
- neural network
- databases