A Comparative Analysis of Supervised and Unsupervised Models for Detecting Attacks on the Intrusion Detection Systems.
Tala Talaei KhoeiNaima KaabouchPublished in: Inf. (2023)
Keyphrases
- intrusion detection system
- network intrusion detection systems
- intrusion detection
- malicious activities
- computer security
- network security
- semi supervised
- attack detection
- unsupervised methods
- unsupervised learning
- anomaly detection
- intrusion prevention
- misuse detection
- network attacks
- network traffic
- computer networks
- supervised methods
- supervised learning
- real world
- network intrusions
- learning algorithm
- network traffic data
- reinforcement learning
- probabilistic model
- denial of service attacks
- network intrusion
- alert correlation
- normal behavior
- cyber attacks
- attack scenarios
- metadata
- social networks
- data processing
- computer systems
- model selection