A novel feature extraction methodology using Siamese convolutional neural networks for intrusion detection.
Serafeim P. MoustakidisPatrik KarlssonPublished in: Cybersecur. (2020)
Keyphrases
- intrusion detection
- convolutional neural networks
- feature extraction
- intrusion detection system
- anomaly detection
- network security
- network traffic
- network intrusion detection
- artificial immune
- detecting anomalous
- convolutional network
- cyber security
- information security
- false positives and false negatives
- network intrusion
- high detection rate
- data mining
- computer security
- network intrusions
- computer networks
- alert correlation
- face recognition
- databases
- data mining techniques
- classification accuracy
- pattern recognition
- network attacks
- training data
- feature selection
- stream data mining