Challenging Machine Learning-based Clone Detectors via Semantic-preserving Code Transformations.
Weiwei ZhangShengjian GuoHongyu ZhangYulei SuiYinxing XueYun XuPublished in: CoRR (2021)
Keyphrases
- machine learning
- linux kernel
- clone detection
- natural language
- object detection
- machine learning algorithms
- high level
- source code
- semantic network
- decision trees
- semantic information
- machine learning methods
- knowledge acquisition
- machine learning approaches
- information extraction
- computational intelligence
- semantic similarity
- inductive logic programming
- data mining
- semantic features
- dependency parsing
- semantic knowledge
- semantic representation
- support vector machine
- reinforcement learning
- computer science
- text classification
- model selection
- operating system
- domain specific
- open source
- semantic web technologies
- learning systems
- knowledge discovery
- explanation based learning
- knowledge representation
- active learning
- domain ontology
- semantic description
- artificial intelligence