Abstract-We study the vulnerability reports in the Common Vulnerability and Exposures (CVE) database by using topic models on their description texts to find prevalent vulnerability types and new trends semi-automatically. In our study of the 39,393 unique CVEs until the end of 2009, we identify the following trends, given here in the form of a weather forecast:
Neuhaus et al. REF ] crawl the vulnerability reports in the Common Vulnerability and Exposures database by using topic models to find prevalent vulnerability types and new trends semi-automatically.
Security Trend Analysis with CVE Topic Models
2010 IEEE 21st International Symposium on Software Reliability Engineering
2010 IEEE 21st International Symposium on Software Reliability Engineering
Computer Science