Malicious Log Detection Using Machine Learning to Maximize the Partial AUC.
Taishi NishiyamaAtsutoshi KumagaiAkinori FujinoKazunori KamiyaPublished in: CCNC (2024)
Keyphrases
- machine learning
- learning algorithm
- decision trees
- machine learning algorithms
- feature selection
- detection algorithm
- false positives
- pattern recognition
- inductive learning
- object detection
- detection method
- automatic detection
- detection rate
- machine learning methods
- detection accuracy
- computational intelligence
- roc curve
- learning systems
- error rate
- detect malicious
- model selection
- information extraction
- data sets
- semi supervised learning
- malicious behavior
- probability estimation
- false positive rate
- artificial intelligence
- computer vision
- class distribution
- false alarms
- support vector
- data analysis
- active learning
- learning tasks
- classification accuracy
- knowledge representation
- knowledge discovery
- supervised learning
- knowledge acquisition