GAN augmentation to deal with imbalance in imaging-based intrusion detection.
Giuseppina AndresiniAnnalisa AppiceLuca De RoseDonato MalerbaPublished in: Future Gener. Comput. Syst. (2021)
Keyphrases
- intrusion detection
- intrusion detection system
- anomaly detection
- network intrusion detection
- network security
- network traffic
- high detection rate
- false positives and false negatives
- network intrusion
- information security
- detecting anomalous
- image processing
- cyber security
- computer security
- artificial immune
- data mining
- security vulnerabilities
- computer networks
- computer systems
- data mining techniques
- principal component analysis
- training set
- image segmentation
- network intrusion detection systems
- network intrusions
- intrusion prevention