CVE-2026-90553

HIGHPre-NVD 7.87.8
EchelonGraph scoreMEDIUM confidence

“—” beside the score: it is equal to the CVSS score beside it.

Score 7.8 from GitHub Security Advisory (severity: HIGH) published 2026-09-12. A secondary CVSS source baseline 7.8; sources differ by 0.0.

Triggered by: GitHub Security Advisory CVSS
Sources: EPSS, GitHub Security Advisory, a secondary CVSS source

Also known asEUVD-2026-76871 (ENISA EUVD) · GHSA-rp86-qf3f-pqfc (GitHub Security Advisories) · PYSEC-2026-3985 (OSV.dev)Source: ENISA EUVD

7.8EG
EchelonGraph verdictPlan a fixRemediate within your standard update timelines (the SSVC decision on this page).
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 0.3%CVSS: 7.8Exploit: None knownExposed services: Not assessed

A fix is available — apply it.

vLLM before 0.28.0 contains a remote code execution vulnerability in the LlavaOnevision2 processor loader that ignores the trust_remote_code parameter when loading remote processor classes. Attackers can craft a malicious model with arbitrary code in processing_llava_onevision2.py that executes with vLLM process authority even when trust_remote_code is set to False.

CVSS v3
7.8
EG Score
7.8HIGHmedium confidence
EG Risk
35
EG Risk 35/100

EG Risk is EchelonGraph's 0–100 priority score. It fuses impact severity (EG Severity, the CVSS base score, never the KEV-floored or EPSS-lifted EG Score) with real-world exploitation and automatability, under weights EchelonGraph set by hand, so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner.

How it’s computed (value × EchelonGraph’s weight)
Severity78% × 45%
Impact severity (EG Severity): CVSS 7.8 of 10. Never the KEV-floored or EPSS-lifted EG Score.
Exploitation0.3% × 40%
FIRST EPSS: the 30-day exploitation probability when EchelonGraph scored this CVE.
Automatability0% × 15%
CISA's SSVC Automatable value: no (Vulnrichment).
SSVC (CISA's decision table, applied by EchelonGraph): Track at low or medium mission impact; Track* at high (mission-essential systems).
Exploitation none (CISA Vulnrichment) · Automatable no (CISA Vulnrichment) · Technical impact total (CISA Vulnrichment). All three are CISA's SSVC values (Vulnrichment). EchelonGraph applied CISA's decision table to them; CISA publishes SSVC inputs and the table, not a decision for each CVE.
Action: A fix is available. Apply it within your standard update timelines.
EPSS PROB
0.3%
EPSS %ILE
23rd
KEV
Not listed

What the EG score is made of (scorer v4.0: the three questions the 0–10 score mixes, published apart · methodology)

The EG score (7.8): severity, escalated by confirmed exploitation. This CVE's 7.8 is its impact severity (EG Severity), not escalated.

EG Severity
7.8 HIGHCVSS-B, impact only: no KEV listing, EPSS or EG-KEV tier raises it.GitHub Security Advisory CVSS
EG Likelihood
0.3% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-11-09). FIRST's exploitation probability, not an EchelonGraph model.
Confirmed exploitation
None on record (CISA KEV, EG-KEV Tier 1)Reported apart from the likelihood: an observed fact, not a probability.
EG Priority
SSVC Track at medium mission impactTrack at low or medium mission impact; Track* at high (mission-essential systems).CISA BOD 26-04: 14 days if the affected system is publicly exposed; Fix on system upgrade if it is not.Each input and its source, and whom BOD 26-04 binds: the SSVC and BOD 26-04 blocks below.

SSVC (CISA's decision table, applied by EchelonGraph)Track at low or medium mission impact; Track* at high (mission-essential systems).

A fix is available. Apply it within your standard update timelines.

Exploitation none (CISA Vulnrichment) · Automatable no (CISA Vulnrichment) · Technical impact total (CISA Vulnrichment). All three are CISA's SSVC values (Vulnrichment). EchelonGraph applied CISA's decision table to them; CISA publishes SSVC inputs and the table, not a decision for each CVE. Mission impact is CISA's Mission & Well-being decision point, and only you can judge it. CISA's table makes it high when Mission Prevalence is Essential — the vulnerable component "directly provides capabilities that constitute at least one MEF for at least one entity" (MEF: mission essential function) — or when Public Well-Being Impact is Irreversible: "multiple fatalities are likely", the cyber-physical system "is likely lost or destroyed", "extreme or serious externalities" are imposed on other parties, or social systems such as elections or the financial grid "are destabilized and potentially collapse". CISA's decision table

BOD 26-04 (CISA's remediation timeline, Table 1)14 days if the affected system is publicly exposed; Fix on system upgrade if it is not.

The score's inputs: In CISA KEV no (CISA's KEV catalog) · Automatable no (CISA Vulnrichment) · Technical impact total (CISA Vulnrichment). Whether your system is publicly exposed is yours to answer. BOD 26-04 binds US Federal Civilian Executive Branch agencies; for anyone else it is CISA's published timeline, a reference rather than an obligation. The directive · how EchelonGraph applies it

Published

September 12, 2026

Last Modified

September 16, 2026

Advisory Details (2)

Auto-updated Sep 12, 2026
Patch available. Sources: github.
Web page

vLLM before 0.28.0 Remote Code Execution via LlavaOnevision2 processor | Advisories | VulnCheck

https://www.vulncheck.com/advisories/vllm-before-0.28.0-remote-code-execution-via-llavaonevision2-processor
GitHub advisoryMentions a patch (unverified)

LlavaOnevision2 processor loader executes attacker model code with `trust_remote_code=False` (inert `trust_remote_code` kwarg to `transformers.get_class_from_dynamic_module`) — RCE from a malicious model · Advisory · vllm-project/vllm · GitHub

https://github.com/vllm-project/vllm/security/advisories/GHSA-3c86-2m5g-59q7

Vendor Advisories for CVE-2026-90553(2)

These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.

Patch Availability(1)

Vendor / EcosystemFix (by version range) / PatchReleasedSource
redhatrhoai/odh-llm-d-kv-cache-rhel9:17913178612026-10-19redhat

Patches are aggregated from vendor advisories (Red Hat, Microsoft, Cisco, GitHub) and package ecosystems (OSV, GHSA). Multiple rows for the same upstream release have been deduplicated.

Affected Packages

(1 across 1 ecosystem)
PyPI(1)
PackageVulnerable rangeFix by version rangeDependents
vllm0.0.1 ... 0.9.2 (95 versions)
  • every version up to 0.28.0: fixed in 0.28.0
—

Weakness Classification(1)

MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.

Data Freshness Timeline

(refreshed 9× in last 7d / 38× in last 30d)

Each row is a time one of our pipelines fetched, updated or re-scored this CVE. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed its CVE.org record (CNA or CISA ADP). An arrow marks a change the record states ("CVSS v3 → 9.1"); EPSS and GHSA rows show the values recorded at that time, not what changed (EPSS values are rounded; hover one for the exact figures). "EchelonGraph re-scored" is our own recompute of this CVE's score, not an update from a source, and is not counted in the refreshes above. Most recent first.

Showing the most recent 100 of 169 rows on record for this CVE.

A repeat, a row identical to one the same pipeline wrote less than 10 seconds earlier, is not a separate refresh and is not counted. None are among the latest 100 rows. The 69 oldest rows on record are not shown and were not checked, so the counts can still include repeats.

  1. 2026-11-12 16:35 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  2. 2026-11-11 16:41 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  3. 2026-11-10 16:46 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  4. 2026-11-10 10:28 UTCEchelonGraph re-scored
  5. 2026-11-10 10:28 UTCVendor advisory
  6. 2026-11-10 10:28 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  7. 2026-11-09 16:36 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  8. 2026-11-08 16:41 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  9. 2026-11-07 16:40 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  10. 2026-11-06 16:39 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  11. 2026-11-05 16:39 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  12. 2026-11-04 16:37 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  13. 2026-11-03 16:49 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  14. 2026-11-03 15:10 UTCEchelonGraph re-scored
  15. 2026-11-03 15:10 UTCVendor advisory
  16. 2026-11-03 15:10 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  17. 2026-11-02 16:46 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  18. 2026-11-01 16:36 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  19. 2026-10-31 16:33 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  20. 2026-10-30 16:35 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  21. 2026-10-29 16:34 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  22. 2026-10-28 16:33 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  23. 2026-10-27 17:54 UTCEchelonGraph re-scored
  24. 2026-10-27 17:54 UTCVendor advisory
  25. 2026-10-27 17:54 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
Show 75 more
  1. 2026-10-27 16:32 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  2. 2026-10-26 16:32 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  3. 2026-10-25 16:34 UTCEPSS rescoreEPSS 0.3% · 23rd percentile
  4. 2026-10-25 13:51 UTCEchelonGraph re-scored
  5. 2026-10-24 16:34 UTCEPSS rescoreEPSS 0.3% · 22nd percentile
  6. 2026-10-23 16:32 UTCEPSS rescoreEPSS 0.3% · 22nd percentile
  7. 2026-10-22 16:35 UTCEPSS rescoreEPSS 0.3% · 22nd percentile
  8. 2026-10-21 16:34 UTCEPSS rescoreEPSS 0.3% · 22nd percentile
  9. 2026-10-20 16:34 UTCEPSS rescoreEPSS 0.3% · 22nd percentile
  10. 2026-10-19 16:33 UTCEPSS rescoreEPSS 0.3% · 22nd percentile
  11. 2026-10-19 13:55 UTCEchelonGraph re-scored
  12. 2026-10-19 13:55 UTCVendor advisory
  13. 2026-10-19 13:54 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  14. 2026-10-18 16:33 UTCEPSS rescoreEPSS 0.3% · 22nd percentile
  15. 2026-10-18 03:01 UTCEchelonGraph re-scored
  16. 2026-10-17 16:35 UTCEPSS rescoreEPSS 0.3% · 22nd percentile
  17. 2026-10-16 16:45 UTCEPSS rescoreEPSS 0.3% · 22nd percentile
  18. 2026-10-15 16:33 UTCEPSS rescoreEPSS 0.3% · 22nd percentile
  19. 2026-10-14 16:34 UTCEPSS rescoreEPSS 0.3% · 22nd percentile
  20. 2026-10-13 16:35 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  21. 2026-10-12 16:35 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  22. 2026-10-12 16:15 UTCEchelonGraph re-scored
  23. 2026-10-12 16:15 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  24. 2026-10-12 14:46 UTCEchelonGraph re-scored
  25. 2026-10-11 21:02 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  26. 2026-10-11 19:14 UTCEchelonGraph re-scored
  27. 2026-10-11 16:30 UTCEchelonGraph re-scored
  28. 2026-10-11 13:50 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  29. 2026-10-11 13:45 UTCEchelonGraph re-scored
  30. 2026-10-11 07:24 UTCEchelonGraph re-scored
  31. 2026-10-11 07:24 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  32. 2026-10-10 20:00 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  33. 2026-10-10 18:30 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  34. 2026-10-10 05:16 UTCEchelonGraph re-scored
  35. 2026-10-10 05:16 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  36. 2026-10-09 20:08 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  37. 2026-10-09 16:21 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  38. 2026-10-08 23:08 UTCEchelonGraph re-scored
  39. 2026-10-08 23:08 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  40. 2026-10-08 17:14 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  41. 2026-10-08 08:57 UTCEchelonGraph re-scored
  42. 2026-10-08 08:57 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  43. 2026-10-07 23:48 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  44. 2026-10-07 20:02 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  45. 2026-10-07 07:07 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  46. 2026-10-06 18:12 UTCEchelonGraph re-scored
  47. 2026-10-06 18:12 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  48. 2026-10-06 15:18 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  49. 2026-10-06 05:18 UTCEchelonGraph re-scored
  50. 2026-10-06 05:18 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  51. 2026-10-05 17:44 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  52. 2026-10-05 16:18 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  53. 2026-10-05 03:12 UTCEchelonGraph re-scored
  54. 2026-10-05 03:12 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  55. 2026-10-04 23:22 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  56. 2026-10-04 13:58 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  57. 2026-10-04 01:03 UTCEchelonGraph re-scored
  58. 2026-10-04 01:02 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  59. 2026-10-03 12:05 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  60. 2026-10-02 22:39 UTCEchelonGraph re-scored
  61. 2026-10-02 22:39 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  62. 2026-10-02 09:41 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  63. 2026-10-01 20:46 UTCEchelonGraph re-scored
  64. 2026-10-01 20:46 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  65. 2026-10-01 19:51 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  66. 2026-10-01 07:51 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  67. 2026-09-30 18:56 UTCEchelonGraph re-scored
  68. 2026-09-30 18:56 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  69. 2026-09-30 15:04 UTCEPSS rescoreEPSS 0.3% · 21st percentile
  70. 2026-09-30 06:02 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  71. 2026-09-29 17:07 UTCEchelonGraph re-scored
  72. 2026-09-29 17:07 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  73. 2026-09-29 04:13 UTCEchelonGraph re-scored
  74. 2026-09-29 04:13 UTCGHSA enrichmentGHSA-rp86-qf3f-pqfc · GitHub severity HIGH · GitHub CVSS 7.8
  75. 2026-09-28 15:18 UTCEchelonGraph re-scored

Frequently asked(5)

What is CVE-2026-90553?
CVE-2026-90553 is a high-severity vulnerability; its CVE record was published on September 12, 2026. vLLM before 0.28.0 contains a remote code execution vulnerability in the LlavaOnevision2 processor loader that ignores the trust_remote_code parameter when loading remote processor classes. Attackers can craft a malicious model with arbitrary code in processing_llava_onevision2.py that executes…
When was CVE-2026-90553 made public?
CVE-2026-90553 was made public on August 28, 2026: that is the date its CVE record's CNA, VulnCheck, gives for when the vulnerability was made public. The CVE record itself was published on September 12, 2026. EchelonGraph's copy of the record carries a last-modified date of September 16, 2026; the record at its source may have been updated since.
Is CVE-2026-90553 actively exploited?
CVE-2026-90553 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 0.3% probability of exploitation in the next 30 days (23rd percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2026-90553?
CVE-2026-90553 has a CVSS base score of 7.8 (a secondary CVSS source that NVD displays; NVD's own analysis pending).
How do I remediate CVE-2026-90553?
A fix for CVE-2026-90553 is available: update to the fixed version the vendor names in its advisory. The vendor advisories EchelonGraph has for CVE-2026-90553 are linked in the Vendor Advisories panel on this page.

Dependency Blast Radius

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