Unsupervised Learning for Network Flow Based Anomaly Detection in the Era of Deep Learning.
Md. Ahsanul KabirXiao LuoPublished in: BigDataService (2020)
Keyphrases
- deep learning
- anomaly detection
- network flow
- unsupervised learning
- intrusion detection
- supervised learning
- linear programming
- anomalous behavior
- network traffic
- detecting anomalies
- integer programming
- minimum cost
- network intrusion detection
- semi supervised
- expectation maximization
- optimization model
- model selection
- dimensionality reduction
- object recognition
- deep architectures
- intrusion detection system
- machine learning
- one class support vector machines
- detect anomalies
- feature selection
- text classification
- np hard
- training set
- image processing
- computer vision