IDPS Signature Classification Based on Active Learning With Partial Supervision From Network Security Experts.
Hidetoshi KawaguchiYuichi NakataniShogo OkadaPublished in: IEEE Access (2022)
Keyphrases
- network security
- active learning
- computer networks
- intrusion detection
- traffic analysis
- selective sampling
- pattern recognition
- network traffic
- supervised learning
- intrusion detection system
- dos attacks
- anomaly detection
- decision trees
- security protection
- training set
- security policies
- risk assessment
- machine learning
- network administrators
- information security
- model selection
- feature extraction
- anti phishing
- text classification
- probabilistic model
- reinforcement learning
- security breaches
- data mining