Machine Learning based Intrusion Detection System for Web-Based Attacks.
Sushant SharmaPavol ZavarskySergey ButakovPublished in: BigDataSecurity/HPSC/IDS (2020)
Keyphrases
- intrusion detection system
- machine learning
- attack detection
- network intrusion detection systems
- intrusion detection
- network attacks
- misuse detection
- network intrusions
- denial of service attacks
- network traffic data
- malicious activities
- network security
- computer security
- attack scenarios
- normal behavior
- data mining
- network traffic
- anomaly detection
- cyber attacks
- intrusion prevention
- unauthorized access
- network intrusion detection
- computer networks
- distributed intrusion detection
- pattern recognition
- security measures
- network intrusion
- cyber security
- learning algorithm
- multistage
- dos attacks
- normal traffic
- text mining
- alert correlation
- supervised learning
- computer systems
- knowledge discovery
- feature selection
- real world
- data analysis
- information security
- information systems
- security policies
- countermeasures