Optimizing seed inputs in fuzzing with machine learning.
Liang ChengYang ZhangYi ZhangChen WuZhangtan LiYu FuHaisheng LiPublished in: ICSE (Companion Volume) (2019)
Keyphrases
- machine learning
- machine learning algorithms
- inductive learning
- learning algorithm
- artificial intelligence
- computer vision
- decision trees
- supervised machine learning
- pattern recognition
- data analysis
- active learning
- support vector machine
- text mining
- knowledge acquisition
- input data
- data mining
- supervised learning
- information extraction
- case study
- expert systems
- reinforcement learning
- application of machine learning methods
- natural language processing
- knowledge discovery in databases
- computational biology
- statistical learning
- inductive logic programming
- learning tasks
- transfer learning
- background knowledge
- feature space
- semi supervised learning
- text classification
- computational intelligence