Challenging machine learning algorithms in predicting vulnerable JavaScript functions.
Rudolf FerencPéter HegedüsPéter GyimesiGábor AntalDénes BánTibor GyimóthyPublished in: RAISE@ICSE (2019)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- learning problems
- machine learning methods
- predictive accuracy
- decision trees
- random forests
- machine learning systems
- learning models
- standard machine learning algorithms
- input features
- web applications
- machine learning models
- machine learning approaches
- open source
- learning tasks
- support vector
- machine learning and data mining algorithms
- reinforcement learning
- text classification