Challenging Machine Learning-Based Clone Detectors via Semantic-Preserving Code Transformations.
Weiwei ZhangShengjian GuoHongyu ZhangYulei SuiYinxing XueYun XuPublished in: IEEE Trans. Software Eng. (2023)
Keyphrases
- machine learning
- linux kernel
- clone detection
- natural language
- machine learning methods
- semantic information
- real world
- pattern recognition
- source code
- data mining
- semantic similarity
- semantic web
- learning algorithm
- text mining
- artificial intelligence
- textual entailment
- object detection
- semantic knowledge
- machine learning approaches
- semantic analysis
- high level
- computer vision
- learning tasks
- natural language processing
- semantic representation
- semantic concepts
- semantic network
- semantic annotation
- domain ontology
- software systems
- machine learning algorithms
- text classification
- statistical methods
- decision trees
- knowledge engineering
- learning systems
- data analysis
- semantic search
- domain specific
- semantic description
- computational intelligence
- co occurrence
- supervised learning