CPE-Identifier: Automated CPE identification and CVE summaries annotation with Deep Learning and NLP

arXiv:2405.13568v1 Announce Type: new
Abstract: With the drastic increase in the number of new vulnerabilities in the National Vulnerability Database (NVD) every year, the workload for NVD analysts to associate the Common Platform Enumeration (CPE) with the Common Vulnerabilities and Exposures (CVE) summaries becomes increasingly laborious and slow. The delay causes organisations, which depend on NVD for vulnerability management and security measurement, to be more vulnerable to zero-day attacks. Thus, it is essential to come out with a technique and …

analysts arxiv automated common vulnerabilities and exposures cpe cs.ai cs.cl cs.cr cs.lg cve database deep learning enumeration identification national national vulnerability database nlp nvd platform vulnerabilities vulnerability vulnerability database workload