Machine Learning Based File Entropy Analysis for Ransomware Detection in Backup Systems.
Kyungroul LeeSun-Young LeeKangbin YimPublished in: IEEE Access (2019)
Keyphrases
- machine learning
- automatic analysis
- learning systems
- data analysis
- knowledge representation
- complex systems
- automatic detection
- detection accuracy
- feature selection
- management system
- information theoretic
- computer vision
- object detection
- natural language processing
- statistical analysis
- machine learning approaches
- supervised learning
- false positives
- data sets
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- building blocks
- artificial intelligence
- image registration
- information extraction
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- decision trees
- search engine