... learning techniques, including ensemble approaches such as CatBoost, to predict exploitability and classify vulnerability severity. Additional validation was achieved through integration of threat intelligence sources, including CISA Known Exploited Vulnerabilities ( KEV ) catalog and external exploit...

... most of the same threats and consequences as the experts identified and discovering additional ones. One notable difference was that these naïve professionals tend to focus on preventive barriers, leading to requirements for risk mitigation or avoidance, while experienced professionals seem to balance...