A near-autonomous and incremental intrusion detection system through active learning of known and unknown attacks.
Lynda BoukelaGongxuan ZhangMéziane YacoubSamia BouzefranePublished in: CoRR (2023)
Keyphrases
- intrusion detection system
- active learning
- attack detection
- intrusion detection
- network intrusion detection systems
- network attacks
- network intrusions
- misuse detection
- denial of service attacks
- computer security
- network traffic data
- malicious activities
- normal behavior
- attack scenarios
- network security
- intrusion prevention
- anomaly detection
- cyber attacks
- network traffic
- computer networks
- network intrusion detection
- network intrusion
- unauthorized access
- distributed intrusion detection
- normal traffic
- security measures
- machine learning
- semi supervised
- data mining
- data mining techniques
- alert correlation
- cyber security
- multistage
- learning process
- computer systems
- training set
- dos attacks
- file system
- countermeasures
- feature space
- object recognition
- learning algorithm