Enhancing File Entropy Analysis to Improve Machine Learning Detection Rate of Ransomware.
Chia-Ming HsuChia-Cheng YangHan-Hsuan ChengPaul E. SetiasabdaJenq-Shiou LeuPublished in: IEEE Access (2021)
Keyphrases
- detection rate
- machine learning
- face detection
- detection algorithm
- false positive rate
- false positives
- database
- false alarm rate
- data analysis
- recognition rate
- file system
- false alarms
- computational complexity
- mutual information
- statistical analysis
- training data
- machine learning algorithms
- face recognition
- decision trees
- false negative rate
- low false alarm rate