Lessons from 59 Linux Kernel Bug Reports
Source Microsoft Security Blog
Not known to be exploited · CVSS 7.8 High · fixed in aef96eead2860cbfa371e4471d4f04412213b958 : patch Linux kernel soon.
Data as of 11 Nov 2026, 19:05 UTC
Thin evidence
One scorer or none| CNA (Linux) | CVSS 3.1 | 7.8 |
|---|
- Patch
- Available – fixed in aef96eead2860cbfa371e4471d4f04412213b958, 9990cac513e8b191de2ee589051ea7ebf3cee940, 724c8edbacf1259988829cb9967f751222121d8a +3
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:HExploitation evidence
Disclosed: evidence found.
CVE published 15 Aug 2026
Detectable: no evidence on record.
No public nuclei template indexed
Weaponized: no evidence on record.
No public exploit code indexed in Metasploit or Exploit-DB
Exploited in the wildExploited: no evidence on record.
Not in CISA KEV and no source reports exploitation
Observed by OffSeq MirageSeen by Mirage: no evidence on record.
No attack traffic recorded by OffSeq Mirage sensors
A missing step is not evidence of safety. Sources: cve.org (opens in a new tab), the Metasploit, Exploit-DB and nuclei-templates index as of 11 Nov 2026.
What to do
Upgrade to a fixed release listed under Affected software.
Affected software
| Product | Affected | Fixed in |
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| LinuxLinux | Affected
| Fixed in
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| LinuxLinux | Affected
| Fixed in
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| LinuxLinux | Affected
| Fixed in
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| LinuxLinux | Affected
| Fixed in
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| LinuxLinux | Affected
| Fixed in
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| LinuxLinux | Affected
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AI-suggested
Fixes for 38 of the reported vulnerabilities have already been merged into the upstream Linux mainline kernel. Users and administrators should update to the latest Linux kernel versions that include these patches. Since upstream Linux requires vulnerability reports to come with working patches, these fixes are expected to be incorporated in upcoming stable releases. No vendor advisory indicates that no action is required; therefore, timely patching is the recommended mitigation.
Description
Microsoft's FORGE Lab conducted an AI-assisted security scan of Linux kernel subsystems, resulting in 59 public upstream vulnerability reports and 33 CVEs. Among these, eight CVEs had confirmed local root privilege-escalation exploits. The vulnerabilities, many of which had existed for years (average age 8.1 years), include use-after-free bugs, refcount underflows, and buffer overflows in critical kernel components such as networking and security modules. Fixes for 38 reports have been merged into the Linux mainline kernel. The research highlights the complexity and scale of vulnerability discovery in the Linux kernel and the role of AI in accelerating this process.