The impact factors on the performance of machine learning-based vulnerability detection: A comparative study.
Wei ZhengJialiang GaoXiaoxue WuFengyu LiuYuxing XunGuoliang LiuXiang ChenPublished in: J. Syst. Softw. (2020)
Keyphrases
- machine learning
- factors that influence
- main factors
- factors influencing
- influencing factors
- detection algorithm
- artificial intelligence
- learning tasks
- computer vision
- detection accuracy
- learning systems
- machine learning algorithms
- factors affect
- factors that affect
- factors affecting
- machine learning methods
- learning algorithm
- reinforcement learning
- knowledge acquisition
- object detection
- supervised learning
- machine learning approaches
- computer science
- information technology
- detection scheme
- support vector machine
- detection method
- natural language processing
- false alarms
- inductive logic programming
- text mining
- false positives
- model selection