Extracting rules for vulnerabilities detection with static metrics using machine learning.
Aakanshi GuptaBharti SuriVijay KumarPragyashree JainPublished in: Int. J. Syst. Assur. Eng. Manag. (2021)
Keyphrases
- machine learning
- automatic detection
- detection algorithm
- artificial intelligence
- active learning
- false positives
- detection accuracy
- false alarms
- pattern recognition
- rule sets
- event detection
- detection method
- machine learning algorithms
- data sets
- anomaly detection
- classification rules
- explanation based learning
- rule learning
- learning algorithm
- object detection
- support vector machine
- knowledge discovery
- computer vision
- natural language
- statistical methods
- data mining
- learning classifier systems
- countermeasures
- machine learning approaches
- decision trees
- reinforcement learning
- information security
- natural language processing
- data analysis
- knowledge representation
- association rule mining
- face detection
- information extraction
- supervised learning
- knowledge acquisition