Edge Computing Intelligence Using Robust Feature Selection for Network Traffic Classification in Internet-of-Things.
Bushra MohammedMosab HamdanJoseph Stephen BassiHaitham A. JamilSuleman KhanAbdallah Elhigazi AbdallahDanda B. RawatIsmahani Binti IsmailMuhammad Nadzir MarsonoPublished in: IEEE Access (2020)
Keyphrases
- network traffic
- feature selection
- classification accuracy
- text classification
- intrusion detection
- anomaly detection
- network security
- machine learning
- feature set
- network monitoring
- traffic data
- feature extraction
- support vector machine
- feature space
- model selection
- pattern recognition
- network bandwidth
- network intrusion detection
- decision trees
- network management
- internet traffic
- training set
- intrusion detection system
- computer networks
- feature subset
- traffic analysis
- network resources
- unsupervised learning
- real world
- traffic patterns
- detecting anomalous
- multi class
- active learning
- mobile devices
- training data
- data mining