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AI Safety & AlignmentSiliconANGLE AIPublished: Sep 4, 2026, 01:00 JST2 min read

AI-Driven Attacks Push Security Teams Toward Virtual Patching

AI-Driven Attacks Push Security Teams Toward Virtual Patching

Key takeaway

  • AI is erasing the time between vulnerability disclosure and exploitation.

  • Security teams are turning to virtual patching to shield apps at the network layer.

  • F5 and CrowdStrike have embedded the Falcon sensor onto F5's BIG-IP appliances.

3 Key Points

  1. What happened

    F5 Inc. and CrowdStrike have embedded the Falcon sensor onto F5's BIG-IP appliances, extending endpoint protection to the network layer. More than 200 customers were already using the integration before it was formalized, with performance overhead measured at just 1% to 2%.

  2. Why it matters

    The window between vulnerability disclosure and exploitation is shrinking, as automated scanners can weaponize a new flaw within hours. CrowdStrike's research found AI-enabled attacks rose 89% year over year, and the average eCrime breakout time is now 29 minutes, with the fastest at 27 seconds.

  3. What to watch

    F5 is applying similar security approaches to AI gateways, including a partnership announced this week with Salesforce's MuleSoft. John Maddison, F5's CMO, said all protections in CDNs and WAFs will need to be AI-powered going forward.

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Context & Analysis

The core shift is the inversion of the traditional security timeline. Patch Tuesday used to give defenders a head start, but now automated scanners can weaponize a disclosed vulnerability in hours, before many patches are even tested. This is pushing security teams toward virtual patching—blocking the exploit at the network layer while the official fix is prepared. F5's partnership with CrowdStrike is a direct response, embedding the Falcon sensor onto BIG-IP appliances so that network infrastructure is monitored and protected as thoroughly as a laptop or cloud workload. The already existing customer base of over 200 deployments suggests the approach is gaining traction, and the low 1%-2% performance overhead addresses the historical trade-off between thorough security and network speed.

The urgency is underscored by CrowdStrike's finding that AI-enabled attacks rose 89% year over year, with the average breakout time at 29 minutes and the fastest at just 27 seconds. As Maddison notes, protections sitting in CDNs or WAFs have to become AI-powered to keep up. F5 is also extending this strategy to AI gateways, working with Salesforce's MuleSoft—indicating that the same need for real-time, AI-driven security is moving into new areas as AI becomes more integrated into business processes. The challenge is not the availability of information, but how to remediate it in real time, which is where such partnerships aim to make a difference.

FAQ

What is virtual patching?
Virtual patching shields an application from a known vulnerability at the network layer while the real fix is being tested and rolled out, buying defenders time before a patch is applied.
How much performance overhead does the F5-CrowdStrike integration add?
The performance overhead was measured at just 1% to 2%, and customers are willing to accept that for the added security.
How fast are AI-enabled attacks now?
AI-enabled attacks rose 89% year over year, with the average eCrime breakout time down to 29 minutes and the fastest recorded breakout at 27 seconds.
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