A New Method for Ransomware Detection Based on PE Header Using Convolutional Neural Networks.
Farnoush ManaviAli HamzehPublished in: ISCISC (2020)
Keyphrases
- detection method
- high precision
- classification method
- significant improvement
- probabilistic model
- computer vision
- optimization method
- synthetic data
- experimental evaluation
- detection algorithm
- high accuracy
- fully automatic
- optimization algorithm
- dynamic programming
- cost function
- objective function
- data sets
- computationally efficient
- segmentation algorithm
- input image
- computational cost
- artificial neural networks
- preprocessing
- multiscale
- detection rate
- false positive rate
- line detection