By: Jake Smiths

In the past two years, vulnerability disclosures have risen significantly, with over 33,000 CVEs recorded in 2023 and a marked increase continuing into 2024. As a result, security teams are often overwhelmed, not only by the sheer volume but also by the absence of meaningful context.

The surge in alerts has outpaced the capacity of traditional systems like the National Vulnerability Database, leaving defenders with outdated data and unclear priorities. While the number of vulnerabilities continues to grow, teams frequently find themselves wondering: Which of these are most critical to address?

Miggo Security, the company behind a new generation of runtime-aware application protection, suggests that a different model is needed. This week, it introduced VulnDB, a predictive vulnerability database designed to surface relevant threats, explain their significance, and help teams take action before potential risks escalate.

“At Miggo, we don’t just track CVEs—we analyze them in depth,” said Itai Goldman, Co-Founder and CTO at Miggo. “Everyone is dealing with a flood of CVEs, but few systems are able to show you which ones might actually impact your application.”

The Real Risk Is in the Runtime

Most vulnerability databases stop at metadata. VulnDB goes further, tracing vulnerabilities to the specific function in the code that causes the issue.

This function-level precision is important because it directly relates to how applications behave in production. VulnDB examines whether the vulnerable code is likely to be executed during runtime, providing security teams with the context they need to prioritize genuine threats and disregard those that may not be exploitable in practice.

This approach is not theoretical—it is operational.

“VulnDB helps teams understand not only what is vulnerable, but also why it matters and whether it poses a significant risk,” said Goldman. “That clarity can streamline the decision-making process.”

Simulate, Understand, Protect

One of VulnDB’s standout features is Miggo’s use of autonomous exploit simulation. Every vulnerability that enters the system undergoes a series of real-world exploit simulations, generated by AI to replicate how attackers might attempt to exploit the flaw.

These simulations help inform the analysis and influence defensive strategies. Miggo uses them to develop dynamic WAF (Web Application Firewall) rules that evolve in response to emerging threats. These defenses are delivered in real-time, adapting automatically to new risks and ensuring organizations have up-to-date protection without requiring manual intervention.

The outcome is not just an analysis, but also actionable steps.

Making Intelligence Accessible

VulnDB also challenges a common industry assumption: that every vulnerability analyst is a security expert. Instead of relying on dense jargon or vague summaries, VulnDB provides clear, technically accurate root cause breakdowns, allowing both security professionals and developers to quickly understand a vulnerability’s nature, its potential impact, and whether they are at risk.

This transparency between teams—security, DevOps, and engineering—is vital in reducing response times and aligning around the most pressing priorities.

“Security isn’t about knowing everything. It’s about knowing what really matters,” said Liad Eliyahu, Head of Research at Miggo. “With our Predictive VulnDB, we’re providing actionable insights, not just raw data.”

A Free Resource with Advanced Capability

Miggo is offering VulnDB as a free public resource, allowing security teams worldwide to leverage its insights. Function-level tracing, exploit conditions, and real-time root cause analyses will be available to the wider community.

Organizations using Miggo’s platform receive an additional benefit: autonomous protections powered by VulnDB’s live intelligence. From preemptive WAF updates to continuous runtime enforcement, Miggo ensures that insights are translated into defense, rather than just sitting idle in a dashboard.

From Flooded Inboxes to Focused Action

VulnDB doesn’t simply rethink the vulnerability database; it challenges the conventional approach to vulnerability management. By focusing on context, precision, and preemptive response, teams can rise above the noise and focus on what matters, providing a greater sense of control over their security efforts.

In today’s rapidly evolving threat landscape, it’s not just about finding vulnerabilities—it’s about understanding which ones are worth addressing. With VulnDB, Miggo is giving teams the tools to make that distinction, empowering them to act swiftly and proactively to strengthen their security posture.