Investigation of malicious portable executable file detection on the network using supervised learning techniques.
Rushabh VyasXiao LuoNichole McFarlandConnie JusticePublished in: IM (2017)
Keyphrases
- supervised learning
- database
- detection method
- computer networks
- communication networks
- detection accuracy
- network structure
- detection algorithm
- automatic detection
- network model
- link prediction
- object detection
- normal traffic
- lightweight
- unsupervised learning
- peer to peer
- content addressable
- complex networks
- malware detection
- learning tasks
- network traffic
- anomaly detection
- semi supervised
- reinforcement learning
- network topologies
- supervised machine learning
- wireless sensor networks
- traffic patterns
- learning algorithm