A Lightweight Semi-Supervised Learning Method Based on Consistency Regularization for Intrusion Detection.
Ruijie ZhaoTiantian TangGuan GuiZhi XuePublished in: ICC (2022)
Keyphrases
- lightweight
- intrusion detection
- semi supervised learning
- semi supervised
- regularization framework
- unsupervised learning
- supervised learning
- semi supervised classification
- label propagation
- network security
- anomaly detection
- data mining
- active learning
- prior knowledge
- model selection
- pairwise
- similarity measure
- manifold regularization
- intrusion detection system
- multi view learning
- semi supervised learning methods
- graph based semi supervised learning
- network intrusion detection
- classification accuracy
- probabilistic model
- object recognition
- reinforcement learning
- computer vision
- learning algorithm