Revolutionizing Perimeter Intrusion Detection: A Machine Learning-Driven Approach With Curated Dataset Generation for Enhanced Security.
Shahneela PitafiToni AnwarI. Dewa Made WidiaBoonsit YimwadsanaPublished in: IEEE Access (2023)
Keyphrases
- intrusion detection
- machine learning
- network security
- intrusion detection system
- information security
- data mining
- computer security
- network intrusion detection
- anomaly detection
- network traffic
- outlier mining
- cyber security
- network traffic data
- artificial immune
- network intrusion
- detecting anomalous
- security vulnerabilities
- intrusion prevention
- decision trees
- high detection rate
- network intrusions
- false positives and false negatives
- alert correlation
- network intrusion detection systems
- intrusion detection and prevention
- learning algorithm
- computer vision
- text classification
- feature selection
- model selection
- data mining techniques
- data analysis
- malicious code detection
- nsl kdd
- data sets
- security issues
- knowledge discovery