Character-Level Convolutional Neural Network for Predicting Severity of Software Vulnerability from Vulnerability Description.
Shunta NakagawaTatsuya NagaiHideaki KaneharaKeisuke FurumotoMakoto TakitaYoshiaki ShiraishiTakeshi TakahashiMasami MohriYasuhiro TakanoMasakatu MoriiPublished in: IEICE Trans. Inf. Syst. (2019)
Keyphrases
- convolutional neural network
- security vulnerabilities
- higher level
- risk assessment
- software systems
- data sets
- software architecture
- real time
- security risks
- levels of abstraction
- software maintenance
- software development
- artificial intelligence
- computer systems
- source code
- medical images
- embedded systems
- software tools
- multi agent systems
- case study
- information systems
- software package
- computer software
- machine learning
- buffer overflow
- database
- penetration testing