Towards realistic problem-space adversarial attacks against machine learning in network intrusion detection.
Marta CatilloAntonio PecchiaAntonio RepolaUmberto VillanoPublished in: ARES (2024)
Keyphrases
- network intrusion detection
- network anomaly detection
- network intrusion
- machine learning
- network attacks
- network traffic data
- anomaly detection
- intrusion detection
- network intrusions
- fraud detection
- intrusion detection system
- real world
- artificial immune
- network traffic
- text mining
- decision trees
- text classification
- network security
- feature extraction
- training data
- learning process
- knowledge discovery
- support vector machine
- supervised learning
- information extraction