Generative adversarial attacks against intrusion detection systems using active learning.
Dule ShuNandi O. LeslieCharles A. KamhouaConrad S. TuckerPublished in: WiseML@WiSec (2020)
Keyphrases
- intrusion detection system
- active learning
- attack detection
- network intrusion detection systems
- intrusion detection
- network attacks
- network intrusions
- intrusion prevention
- misuse detection
- attack scenarios
- cyber attacks
- denial of service attacks
- computer security
- network security
- normal behavior
- malicious activities
- computer networks
- network traffic data
- anomaly detection
- network intrusion detection
- network intrusion
- network traffic
- normal traffic
- security measures
- learning algorithm
- alert correlation
- semi supervised
- supervised learning
- cyber security
- distributed intrusion detection
- unsupervised learning
- machine learning
- countermeasures
- computer systems
- data mining
- data mining techniques
- learning process
- dos attacks
- training set
- training data
- database systems