Novel Approach Using Deep Learning for Intrusion Detection and Classification of the Network Traffic.
Shahbaz AhmadFahim ArifZabeehullah ZabeehullahNaima IltafPublished in: CIVEMSA (2020)
Keyphrases
- intrusion detection
- network traffic
- deep learning
- intrusion detection system
- anomaly detection
- unsupervised learning
- network security
- detecting anomalous
- network traffic data
- network intrusion detection
- machine learning
- computer networks
- classification accuracy
- information security
- pattern recognition
- support vector
- traffic data
- network management
- network intrusions
- decision trees
- feature space
- text classification
- supervised learning
- feature selection
- feature extraction
- computer vision
- weakly supervised
- data mining techniques
- training set
- pairwise
- mental models
- network monitoring
- traffic patterns
- network intrusion
- information extraction
- multi class
- normal traffic
- malicious traffic