Improved network intrusion classification with attention-assisted bidirectional LSTM and optimized sparse contractive autoencoders.
Jing BiZiyue GuanHaitao YuanJia ZhangPublished in: Expert Syst. Appl. (2024)
Keyphrases
- network intrusion
- classification accuracy
- network intrusion detection
- pattern recognition
- image classification
- decision trees
- machine learning
- feature vectors
- anomaly detection
- support vector machine svm
- training set
- sparse representation
- sparse coding
- image processing
- feature selection
- handwritten digits
- fixed point
- network security
- intrusion detection
- learning process
- text classification
- data sources
- feature space
- data streams
- support vector
- video sequences
- feature extraction
- social networks
- information retrieval