The cybersecurity world has a vulnerability problem, but not in the way most think. It’s not just that software has flaws. The problem is that there are too many flaws being reported too quickly, and too little clarity about what actually matters.
In response, Miggo Security has launched VulnDB, a predictive vulnerability database built for the speed and complexity of today’s application environments. Rather than flood defenders with raw data, VulnDB uses AI to deliver real-time, runtime-aware intelligence on vulnerabilities that pose real threats, along with the technical insight to respond effectively.
“Security teams are drowning in alerts and CVEs, but they lack context,” said Itai Goldman, Miggo’s Co-Founder and CTO. “At Miggo, we don’t just count CVEs—we dissect them.”
Cutting Through the CVE Chaos
VulnDB arrives at a time when vulnerability fatigue has reached crisis levels. In 2023, NIST logged over 33,000 new vulnerabilities, a record-breaking figure that was surpassed yet again in 2024. The National Vulnerability Database (NVD), once a trusted source for public threat tracking, is now overwhelmed and backlogged. As a result, defenders are often left guessing: Is this vulnerability actually exploitable in my app? Do I need to act, or can I move on?
For most organizations, this fog of uncertainty leads to misallocated resources, delayed remediation, and elevated risk.
VulnDB flips this paradigm by delivering predictive analysis in real time. Leveraging Miggo’s runtime-aware architecture, it shows whether a vulnerability connects to a function that’s actually used, how it can be exploited, and whether it’s relevant to the organization’s real-world application stack.
From Disclosure to Defense In Seconds
The cornerstone of VulnDB is speed with precision. Miggo’s AI engine starts analyzing a CVE the moment it’s disclosed. Unlike traditional databases that surface only package-level alerts, VulnDB drills down to the function level, revealing the exact code segment introducing the flaw and how it behaves under specific conditions.
“VulnDB helps teams know not only what’s vulnerable but if and why it matters, so they can take smarter action faster,” said Goldman.
This insight goes beyond identification. Miggo also generates autonomous exploit simulations to test real-world exploitability. These simulations then inform the development of dynamic Web Application Firewall (WAF) rules that adapt as attacker behavior evolves, available to Miggo customers as part of its runtime protection platform.
Empowering All Defenders, Not Just Security Pros
One of VulnDB’s most innovative elements is its emphasis on clear communication. Each entry includes a root cause explanation and a breakdown of exploitation methods written for technical users who aren’t necessarily security experts. This aligns with Miggo’s broader goal: making runtime security usable, understandable, and accessible.
“Security isn’t about knowing everything. It’s about knowing what matters,” said Liad Eliyahu, Head of Research at Miggo. “With our Predictive VulnDB, we’re delivering actionable intelligence, not just data.”
That intelligence is now publicly available. VulnDB is offered as a free resource to the broader security community, with more advanced features and protections reserved for Miggo customers.
Miggo’s Predictive VulnDB is available for free access through their website, allowing users to explore predictive vulnerability intelligence without a subscription. Simply sign up to start using the database and gain early insights into emerging security threats.
Looking Ahead: From Reaction to Preemption
In an era where application environments are increasingly dynamic and threats are more automated than ever, the old model of wait-and-patch no longer holds. Defenders need tools that can operate in real time, with intelligence that matches the speed of threats.
Miggo’s VulnDB offers a clear alternative. It doesn’t just list vulnerabilities. It maps the path an attacker would take and lets security teams block that path before the first move is made.
That kind of foresight might just define the next generation of cybersecurity and signal the end of alert fatigue as we know it.
