Improved Intrusion Detection Based on Hybrid Deep Learning Models and Federated Learning.
Jia HuangZhen ChenSheng-Zheng LiuHao ZhangHaixia LongPublished in: Sensors (2024)
Keyphrases
- learning models
- intrusion detection
- learning algorithm
- learning tasks
- intrusion detection system
- learning problems
- semi supervised learning
- machine learning
- network security
- anomaly detection
- loss function
- conditional random fields
- network traffic
- intermediate concepts
- network intrusion detection
- prior knowledge
- detecting anomalous
- network intrusion
- alert correlation
- data sets
- network intrusions
- classification models
- unsupervised learning
- supervised learning
- semi supervised
- active learning
- training data
- image segmentation
- data mining