Detection of Memory Leaks in C/C++ Code via Machine Learning.
Artur AndrzejakFelix EichlerMohammad GhanavatiPublished in: ISSRE Workshops (2017)
Keyphrases
- machine learning
- automatic identification
- pattern recognition
- artificial intelligence
- automatic detection
- machine learning methods
- source code
- detection algorithm
- detection method
- data mining
- machine learning algorithms
- machine learning approaches
- false alarms
- information flow
- inductive learning
- false positives
- object detection
- information extraction
- anomaly detection
- supervised learning
- learning tasks
- active learning
- decision trees
- feature selection
- explanation based learning
- memory usage
- learning algorithm
- past experience
- memory management
- address space