Detecting anomalous packets in network transfers: investigations using PCA, autoencoder and isolation forest in TCP.
Mariam KiranCong WangGeorge PapadimitriouAnirban MandalEwa DeelmanPublished in: Mach. Learn. (2020)
Keyphrases
- detecting anomalous
- round trip
- ip traffic
- network traffic
- ip networks
- network congestion
- traffic analysis
- intrusion detection
- principal component analysis
- network layer
- congestion control
- wireless link
- packet loss
- flow control
- end to end
- network structure
- dimensionality reduction
- link layer
- tcp ip
- neighboring nodes
- anomaly detection
- ip address
- network resources
- internet service providers
- internet protocol
- internet traffic
- network bandwidth
- network management
- intermediate nodes
- network security
- real world
- wireless sensor networks
- feature extraction