Obfuscation resilient search through executable classification.
Fang-Hsiang SuJonathan BellGail E. KaiserBaishakhi RayPublished in: MAPL@PLDI (2018)
Keyphrases
- pattern recognition
- classification accuracy
- search space
- decision trees
- classification systems
- fractal image encoding
- search strategies
- search strategy
- classification method
- search algorithm
- classification scheme
- supervised learning
- reverse engineering
- automatic classification
- search efficiency
- text classification
- support vector machine
- feature space
- classification algorithm
- support vector
- machine learning methods
- classification rules
- control flow
- search queries
- svm classifier
- search tools
- information seeking
- classification models
- cost sensitive
- data sets
- class labels
- support vector machine svm
- image classification
- training set
- genetic algorithm
- machine learning
- neural network