Machine learning techniques for software vulnerability prediction: a comparative study

Computer Science

• Machine Learning Technique 100%
• Software Vulnerability 100%
• back-propagation neural network 40%
• Statistical Technique 40%
• Security Problem 20%
• Prediction Model 20%
• adaptive neuro-fuzzy inference system 20%
• Support Vector Machine 20%
• Logistic Regression Model 20%
• Multilayer Perceptron 20%

Keyphrases

• Software Vulnerability Prediction 100%
• Vulnerability Discovery Model 40%
• Vulnerability Database 20%
• Vulnerability Model 20%
• Reduced Error Pruning Tree 20%
• Cascade Forward Back Propagation Neural Network 20%
• Data Capability 20%
• Feed Forward Back Propagation Neural Network (FFBPNN) 20%