Signature based ransomware detection based on optimizations approaches using RandomClassifier and CNN algorithms.
Kanti Singh SangherArchana SinghHari Mohan PandeyPublished in: Int. J. Syst. Assur. Eng. Manag. (2024)
Keyphrases
- optimization problems
- recently developed
- data structure
- computational cost
- anomaly detection
- alternative approaches
- theoretical analysis
- machine learning algorithms
- orders of magnitude
- computational efficiency
- commonly adopted
- objective function
- automatic detection
- false positives
- combinatorial optimization
- statistical methods
- times faster
- computationally efficient
- computational approaches
- hybrid algorithms
- object detection