Discovering software vulnerabilities using data-flow analysis and machine learning.
Jorrit KronjeeArjen HommersomHarald P. E. VrankenPublished in: ARES (2018)
Keyphrases
- machine learning
- flow analysis
- data sets
- data structure
- computer systems
- training data
- high quality
- data analysis
- original data
- database
- knowledge discovery
- learning algorithm
- data quality
- software systems
- synthetic data
- data collection
- data processing
- information extraction
- image data
- data sources
- input data
- data mining techniques
- labeled data
- data acquisition
- active learning
- social networks
- data mining