Cyber Resilience

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Linux Kernel Uses LLMs for vuln discovery

CPE vendor key: linux · 10,096 CVEs published in the last 24 months.

CVEs (365 d)
5,304
▼ -650 vs prior 30d
Avg CVSS (365 d)
6.75
over 5,304 CVEs
Avg EPSS pct (365 d)
0.10
higher = more likely exploited
KEV hit rate (365 d)
0.2%
8 of 5,304 added to CISA KEV
LLM-credited CVEs
169
Openai 166 · Anthropic 3

Monthly CVE volume — last 24 months

20242025202601276
Each point is one calendar month. Bars in the severity card to the right slice the same volume by CVSS band.

Severity mix

CritHighMedLow
Stacked by CVSS band (Critical / High / Medium / Low) using the best available metric per CVE.

Top affected products (24 mo)

linux_kernel
10,096
Distinct CVEs that include each product in their CPE configuration.

Top CWEs (24 mo)

CWE-476
1,485
CWE-416
1,296
CWE-401
832
CWE-125
514
CWE-787
405
CWE-667
341
CWE-362
307
CWE-908
194
CWE-20
156
CWE-415
145
Distinct CVEs assigned each weakness.

Recent CISA KEV adds (last 12 months)

AddedCVEProductKEV name
2026-06-02CVE-2022-0492KernelLinux Kernel Improper Authentication Vulnerability
2026-05-01CVE-2026-31431KernelLinux Kernel Incorrect Resource Transfer Between Spheres Vulnerability
2026-01-26CVE-2018-14634KernelLinux Kernel Integer Overflow Vulnerability
2025-10-06CVE-2021-22555KernelLinux Kernel Heap Out-of-Bounds Write Vulnerability
2025-09-04CVE-2025-38352KernelLinux Kernel Time-of-Check Time-of-Use (TOCTOU) Race Condition Vulnerability
Filtered to KEV entries whose CISA vendor or product name matches this vendor exactly, to drop cross-OS noise (e.g. third-party Windows apps that CPE-map to Microsoft).

LLM-credited CVEs from this vendor

PublishedCVELLM familyModel(s)
2026-08-06CVE-2026-19149openaiOpenAI
2026-08-06CVE-2026-19148openaiOpenAI
2026-08-06CVE-2026-19147openaiOpenAI
2026-07-20CVE-2026-15904openaiOpenAI
2026-06-30CVE-2026-14154openaiOpenAI
2026-06-30CVE-2026-14153openaiOpenAI
2026-06-30CVE-2026-14149openaiOpenAI
2026-06-30CVE-2026-14148openaiOpenAI
2026-06-30CVE-2026-14144openaiOpenAI
2026-06-30CVE-2026-14139openaiOpenAI
2026-06-30CVE-2026-14125openaiOpenAI
2026-06-30CVE-2026-14121openaiOpenAI
2026-06-30CVE-2026-14115openaiOpenAI
2026-06-30CVE-2026-14112openaiOpenAI
2026-06-30CVE-2026-14111openaiOpenAI
2026-06-30CVE-2026-14108openaiOpenAI
2026-06-30CVE-2026-14107openaiOpenAI
2026-06-30CVE-2026-14100openaiOpenAI
2026-06-30CVE-2026-14098openaiOpenAI
2026-06-30CVE-2026-14095openaiOpenAI
2026-06-30CVE-2026-14093openaiOpenAI
2026-06-30CVE-2026-14092openaiOpenAI
2026-06-30CVE-2026-14091openaiOpenAI
2026-06-30CVE-2026-14081openaiOpenAI
2026-06-30CVE-2026-14076openaiOpenAI
From mythos_attributed_cves: CVEs whose NVD description or vendor advisory credits an LLM-assisted discovery. Confidence is high for every row.

Generated 23 August 2026 00:24 UTC .