Network Intrusion Detection Based on Feature Image and Deformable Vision Transformer Classification.
Kan HeWei ZhangXuejun ZongLian LianPublished in: IEEE Access (2024)
Keyphrases
- network intrusion detection
- image features
- image classification
- preprocessing stage
- feature representation
- feature values
- input image
- feature vectors
- textural features
- computer vision
- image segmentation
- intrusion detection
- pattern recognition
- anomaly detection
- network traffic
- intrusion detection system
- feature set
- databases
- feature space
- classification accuracy
- image retrieval
- artificial immune
- vision system
- model selection
- feature extraction
- decision trees
- social networks
- network intrusion
- support vector machine
- data sets
- feature selection
- image processing
- face recognition
- self organizing maps
- similarity measure
- training set
- markov random field