Automated Botnet Traffic Detection via Machine Learning.
Fok Kar WaiLilei ZhengWatt Kwong WaiLe SuVrizlynn L. L. ThingPublished in: TENCON (2018)
Keyphrases
- machine learning
- network traffic
- anomaly detection
- detection accuracy
- false alarms
- decision trees
- ddos attacks
- automated analysis
- automatic detection
- peer to peer
- denial of service attacks
- pattern recognition
- object detection
- semi automated
- detection algorithm
- reinforcement learning
- artificial intelligence
- learning systems
- false positives
- real time
- detection rate
- computer vision
- machine learning methods
- information extraction
- machine learning algorithms
- natural language processing
- traffic congestion
- ip address
- traffic management
- traffic data
- vehicle detection and tracking
- explanation based learning
- fully automated
- detection method
- computational intelligence
- digital libraries
- learning algorithm
- data mining