Scalable data structure detection and classification for C/C++ binaries.
István HallerAsia SlowinskaHerbert BosPublished in: Empir. Softw. Eng. (2016)
Keyphrases
- data structure
- classification method
- classification algorithm
- pattern recognition
- automatic detection
- pattern classification
- classification accuracy
- automatic classification
- detection method
- feature extraction
- classification process
- classification systems
- support vector machine
- decision rules
- classification scheme
- feature space
- support vector
- machine learning
- spam detection
- robust detection
- microcalcification clusters
- machine learning algorithms
- text classification
- supervised learning
- object detection
- preprocessing
- feature selection
- false positives
- tree structure
- detection algorithm
- classification rules
- training samples
- false alarms
- feature vectors
- data streams
- decision trees
- efficient data structures