Robustness Evaluation of Deep Unsupervised Learning Algorithms for Intrusion Detection Systems.
D'Jeff Kanda NkashamaArian SoltaniJean-Charles VerdierMarc FrappierPierre-Martin TardifFroduald KabanzaPublished in: CoRR (2022)
Keyphrases
- intrusion detection system
- intrusion detection
- deep architectures
- learning algorithm
- network security
- network traffic
- anomaly detection
- computer networks
- network intrusion detection
- supervised learning
- computer security
- unsupervised learning
- cyber security
- network intrusion detection systems
- alert correlation
- deep learning
- data mining techniques
- machine learning
- security architecture
- attack detection
- cyber attacks
- distributed intrusion detection
- network intrusions
- semi supervised
- denial of service attacks
- normal behavior
- data processing
- computer systems