Miggo Introduces VulnDB to Enhance Context-Aware Vulnerability Prioritization

Business Insider

6 days ago

Miggo Security, the leader in Application Detection & Response (ADR), today announced the launch of the Miggo Predictive Vulnerability Database (VulnDB), pioneering the industry's first live database of predictive vulnerability intelligence. Powered by Miggo AI, this predictive VulnDB delivers real-time, actionable insights into emerging vulnerabilities in all types of applications (cloud-native, 3rd-party, and appliance-based). Miggo has developed technology designed to help cybersecurity teams model potential attack paths used to exploit vulnerabilities, enabling earlier detection and mitigation efforts before an exploit is executed.
Security teams are currently overwhelmed by an unprecedented volume of vulnerability disclosures, which is further complicated by the exponential growth of AI within applications, leaving them without the critical context required for precise prioritization and mitigation. In 2023, NIST recorded a staggering 33,137 new CVEs, marking the highest annual total ever, with 2024 seeing a further 32% surge that strains the already backlogged National Vulnerability Database (NVD). This relentless influx amplifies the urgent need for context. Most organizations simply lack the insight or tools to quickly assess their true exposure and distinguish exploitable threats from background noise, leading to wasted resources, severe alert fatigue, and heightened risk.
Miggo's Predictive VulnDB uniquely solves this challenge to fundamentally change how teams access and prioritize their response strategies. The insights provided in the VulnDB include the vulnerable function required to be executed, precise exploitation conditions and techniques, and comprehensive root cause analysis. This deep context, seconds after disclosure, enables security and development teams to not only gain clarity for what they need to prioritize, but also how to respond with precision.
'Everyone's drowning in CVEs, but no one's telling you which ones can actually be exploited through your app,' said Itai Goldman, Co-Founder and CTO at Miggo. 'At Miggo, we don't just count CVEs — we dissect them. It's like finally getting the recipe instead of just seeing the sauce. VulnDB helps teams know not only what's vulnerable but if and why it matters, so they can take smarter action faster.'
What Makes VulnDB Different
Unlike traditional vulnerability databases that stop at metadata, VulnDB provides:
Function-Level Vulnerability Tracing: Miggo analyzes each CVE to pinpoint the exact vulnerable function within the dependency that introduces the risk, not just the package or module. Traditional DBs might say, "There's an error in this library (somewhere)." Miggo's function-level analysis says, "The error is precisely here.' This enables organizations to connect that vulnerability to their code and the actual runtime execution context within their own environment, allowing for true risk-based prioritization.
Root Cause & Exploitability Insight: VulnDB provides a clear, technical explanation of how each CVE works, including what causes it and under what conditions it becomes exploitable. This makes it easier for both security and non-security professionals to understand the severity and potential impact.
Autonomous Exploit Simulation & Dynamic WAF Protections: Before producing root cause analysis, Miggo simulates real-world exploit attempts through autonomous exploit generation. These insights drive the creation of dynamic WAF rules, which evolve alongside emerging exploitation patterns. Available exclusively to Miggo customers, these rules provide adaptive protection based on live threat intelligence.
Miggo's Predictive VulnDB is available as a free resource to the security community.
'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. This is the kind of signal-over-noise approach defenders need to stay ahead.'
About Miggo Security
Miggo Security is redefining application security for the cloud-native and AI era with a runtime-aware platform that provides deep security observability, context-driven prioritization, and automated protection without slowing down development. Miggo's patent-pending DeepTracing technology connects the dots between vulnerabilities, APIs, and real-time behavior to help organizations secure what matters most.