A Method of Mutating Windows Malwares using Reinforcement Learning with Functionality Preservation.
Hien Do Thi ThuThe Duy PhanHao Le AnhLan Nguyen DuyNghi Hoang KhoaVan-Hau PhamPublished in: SoICT (2022)
Keyphrases
- reinforcement learning
- high precision
- detection method
- high accuracy
- experimental evaluation
- cost function
- segmentation method
- computational cost
- theoretical analysis
- clustering method
- classification accuracy
- convergence rate
- optimization method
- support vector machine svm
- data sets
- dynamic programming
- learning process
- multi agent
- learning algorithm