The Exploit Doesn't Exist. You Can Still Prove It Works Against You
Vulnerability management is facing a new challenge with AI reducing the time to exploit from months to hours. Patching is no longer a viable solution due to the slow remediation process.
Intelligence analysis by Llama 3.3 70B

The disclosure-to-exploit timeframes have decreased significantly, making it difficult for organizations to patch vulnerabilities before they are exploited.
Imagine you have a hole in your wall, and you need to fix it before someone can get in. But now, the person who wants to get in can find the hole and get in much faster than before. So, you need to find a way to check if the hole is really a problem and fix it before it's too late.
Analysis
The Evolution of Vulnerability Management
The traditional approach to vulnerability management has relied on a generous buffer of time between the discovery of a vulnerability and its exploitation. However, with the advent of AI, this buffer has been significantly reduced, making it challenging for organizations to keep up with the pace of exploitation.
The Zero Day Clock, which tracks the time it takes for a vulnerability to be exploited, has seen a significant decrease in the average time, from roughly 53 days two years ago to around 8 hours in 2026. This reduction in time has made it essential for organizations to rethink their approach to vulnerability management.
The Limitations of Patching
Patching has been the traditional solution to vulnerability management, but it has its limitations. The process of patching is not just a matter of flipping a switch; it requires regression testing, change windows, and uptime commitments. Moreover, the median fix time for known-exploited vulnerabilities has increased to 43 days, and the share of organizations fully patching them has decreased to 26%.
Alternative Methods for Proving Exploitability
Given the limitations of patching, it is essential to find alternative methods to prove the exploitability of vulnerabilities. One approach is to use autonomous penetration testing, which can simulate the exploitation of vulnerabilities and provide a defensible verdict on the assets that can be reached by a live exploit. However, this approach has its limitations, as it can only reach a small portion of the total exposure picture.
Another approach is to use a ground-test method, which involves testing the individual components of an exploit chain against the actual deployed controls. This approach can provide a more comprehensive understanding of the exploitability of vulnerabilities and can help organizations prioritize their remediation efforts.
Key points
- The time to exploit has decreased significantly
- Patching is no longer a viable solution
- Alternative methods are needed to prove exploitability
With the development of new methods for proving exploitability, organizations can improve their vulnerability management and reduce the risk of exploitation. By prioritizing their remediation efforts and using alternative methods, organizations can stay ahead of the exploitation curve and protect their assets.
The reduced time to exploit and the limitations of patching make it challenging for organizations to keep up with the pace of exploitation. If organizations do not adapt to the new landscape, they may find themselves struggling to protect their assets and vulnerable to exploitation.



