Common Vulnerabilities and Exposure Data Analysis and Visualization: Building Cybersecurity Awareness and Validating Risks

Cybersecurity vulnerabilities are rapidly increasing, but public understanding and awareness remain limited.Since most vulnerabilities are common, they continue to exist and to be exploited.Although there are tools, including the Open Worldwide Application Security project and the common weakness enumeration method, that provide extensive information on known security problems, their information is not structured and visually shown.The tools are ineffective in speed assessment and response.We analyzed large-scale common vulnerabilities and exposures JavaScript object notation datasets to recognize key threats, to understand the underlying cause of data breaches, and to analyze vulnerability trends.Implementing keyword gate-filling techniques and better data visualization enhances the clarity and usefulness of vulnerability information.These tools enable stakeholders to make quicker and more informed decisions and implement stronger encryption and defensive measures.Finally, the results of this study lead to broad awareness, active security, and a reactive strategy to evolving cyber threats that simplifies both governmental and average-day user recognition and response to emerging attack patterns and risks across digital platforms.