Security Resilience

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Linux Kernel Uses LLMs for vuln discovery

CPE vendor key: linux · 10,127 CVEs published in the last 24 months.

CVEs (365 d)
4,469
▲ +30 vs prior 30d
Avg CVSS (365 d)
6.88
over 4,469 CVEs
Avg EPSS pct (365 d)
0.14
higher = more likely exploited
KEV hit rate (365 d)
0.3%
12 of 4,469 added to CISA KEV
LLM-credited CVEs
172
Openai 169 · 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
10,127
Distinct CVEs that include each product in their CPE configuration.

Top CWEs (24 mo)

CWE-476
1,428
CWE-416
1,311
CWE-401
847
CWE-125
534
CWE-787
412
CWE-667
335
CWE-362
319
CWE-908
193
CWE-20
159
CWE-415
151
Distinct CVEs assigned each weakness.

Recent CISA KEV adds (last 12 months)

AddedCVEProductKEV name
2026-09-18CVE-2026-53266KernelLinux Kernel Out-of-Bounds Write Vulnerability
2026-09-18CVE-2025-39964KernelLinux Kernel Race Condition Vulnerability
2026-09-18CVE-2025-39682KernelLinux Kernel Improper Check for Unusual or Exceptional Conditions Vulnerability
2026-08-27CVE-2026-53362KernelLinux Kernel Unspecified Vulnerability
2026-08-26CVE-2022-0995KernelLinux Kernel Out-of-Bounds Write Vulnerability
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
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).

Known exploited, all time (90)

PublishedCVE
2026-09-30CVE-2026-102489
2026-09-30CVE-2026-102490
2026-09-17CVE-2026-87886
2026-07-04CVE-2026-53362
2026-06-25CVE-2026-53266
2026-06-09CVE-2026-11645
2026-04-22CVE-2026-31431
2026-04-01CVE-2026-5281
2026-03-13CVE-2026-3909
2026-03-13CVE-2026-3910
2026-02-13CVE-2026-2441
2025-12-12CVE-2025-14174
2025-10-13CVE-2025-39964
2025-09-29CVE-2025-41244
2025-09-05CVE-2025-39682
2025-07-22CVE-2025-38352
2025-06-30CVE-2025-6554
2025-04-25CVE-2025-3928
2025-04-22CVE-2025-34028
2024-12-27CVE-2024-53197
2024-12-24CVE-2024-53150
2024-12-02CVE-2024-53104
2024-11-19CVE-2024-50302
2024-06-10CVE-2024-36971
2024-01-31CVE-2024-1086
2024-01-08CVE-2022-2586
2023-03-22CVE-2023-0386
2023-02-17CVE-2022-47986
2023-01-30CVE-2023-0266
2022-09-26CVE-2022-2856
2022-05-09CVE-2022-30333
2022-04-13CVE-2022-22960
2022-04-11CVE-2022-22954
2022-03-25CVE-2022-0995
2022-03-10CVE-2022-0847
2022-03-03CVE-2022-0492
2022-02-11CVE-2022-0185
2022-01-26CVE-2021-22600
2021-12-15CVE-2021-0920
2021-07-07CVE-2021-22555
2021-06-11CVE-2021-26828
2021-06-11CVE-2021-26829
2020-11-23CVE-2020-4006
2019-07-17CVE-2019-13272
2019-01-18CVE-2018-15982
2018-09-25CVE-2018-14634
2018-07-09CVE-2018-5002
2018-02-06CVE-2018-4878
2017-10-27CVE-2017-5070
2017-10-22CVE-2017-11292
2017-10-05CVE-2017-1000253
2017-04-24CVE-2017-5030
2017-01-19CVE-2016-5198
2016-12-15CVE-2016-7892
2016-11-10CVE-2016-5195
2016-11-01CVE-2016-7855
2016-06-16CVE-2016-4171
2016-04-07CVE-2016-1019
2016-03-12CVE-2016-1010
2016-02-10CVE-2016-0984
Attributed by CPE rather than by CISA's vendor name, so it includes CVEs filed under another vendor whose affected-product list names this one — shared library code is the usual reason. Broader, and noisier, than the name-matched card above on purpose.

LLM-credited CVEs from this vendor

PublishedCVELLM familyModel(s)
2026-08-06CVE-2026-19149openaiOpenAI
2026-08-06CVE-2026-19148openaiOpenAI
2026-08-06CVE-2026-19147openaiOpenAI
2026-07-30CVE-2026-17894openaiOpenAI
2026-07-30CVE-2026-17877openaiOpenAI
2026-07-30CVE-2026-17744openaiOpenAI
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
From mythos_attributed_cves: CVEs whose NVD description or vendor advisory credits an LLM-assisted discovery. Confidence is high for every row.

Generated 16 October 2026 12:22 UTC .