SIBYL: A Method for Detecting Similar Binary Functions Using Machine Learning.
Yuma MasubuchiMasaki HashimotoAkira OtsukaPublished in: IEICE Trans. Inf. Syst. (2022)
Keyphrases
- machine learning
- synthetic data
- significant improvement
- detection method
- clustering method
- high accuracy
- fourier series
- machine learning methods
- pairwise
- dynamic programming
- support vector machine
- high precision
- segmentation method
- probabilistic model
- computational cost
- classification accuracy
- detection algorithm
- experimental evaluation
- cost function
- preprocessing
- decision trees
- feature selection
- fully automatic
- optimization method
- statistical methods
- artificial intelligence