vllm-project/vllm version 0.14.1 contains a vulnerability where the trust_remote_code=True parameter is hardcoded in two model implementation files (vllm/model_executor/models/nemotron_vl.py and vllm/model_executor/models/kimi_k25.py). This bypasses the user's explicit --trust-remote-code=False setting, enabling remote code execution via malicious HuggingFace model repositories. This issue is an incomplete fix for CVE-2025-66448 and CVE-2026-22807, as it affects separate code paths in model implementation files. Deployments loading NemotronVL or KimiK25 models are particularly impacted.
CVE-2026-4944
“—” beside the score: it is equal to NVD's CVSS score.
Score 8.8 from GitHub Security Advisory (severity: HIGH) published 2026-05-28. NVD baseline CVSS 8.8; sources differ by 0.0.
- CISA's Vulnrichment rates exploitation as PoC; EchelonGraph holds no exploit-code reference for it
No fix is confirmed yet — apply a workaround or compensating control (WAF / firewall / segmentation) and watch for the fix.
- CVSS v3
- 8.8
- EG Score
- 8.8HIGHmedium confidence
- EG Risk
- 56EG Risk 56/100
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)Severity88% × 45%Impact severity (EG Severity): CVSS 8.8 of 10. Never the KEV-floored or EPSS-lifted EG Score.Exploitation40% × 40%EchelonGraph's fixed weight for EG-KEV Tier 3 (Elevated): a constant, not a probability.Automatability0% × 15%CISA's SSVC Automatable value: no (Vulnrichment).SSVC (CISA's decision table, applied by EchelonGraph): Track at low, Track* at medium and Attend at high mission impact.Exploitation public PoC (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: No fix is confirmed yet. Restrict network exposure of the affected system or apply the vendor's mitigation within your standard update timelines at low or medium mission impact and sooner than that at high, and watch the vendor's advisory for the fix. - EPSS PROB
- 1.0%
- EPSS %ILE
- 62nd
- 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 (8.8): severity, escalated by confirmed exploitation. This CVE's 8.8 is its impact severity (EG Severity), not escalated.
- EG Severity
- 8.8 HIGHCVSS-B, impact only: no KEV listing, EPSS or EG-KEV tier raises it.GitHub Security Advisory CVSS
- EG Likelihood
- 1.0% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-10-17). 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, Track* at medium and Attend at high mission impact.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: the SSVC and BOD 26-04 blocks below.
SSVC (CISA's decision table, applied by EchelonGraph)Track at low, Track* at medium and Attend at high mission impact.
No fix is confirmed yet. Restrict network exposure of the affected system or apply the vendor's mitigation within your standard update timelines at low or medium mission impact and sooner than that at high, and watch the vendor's advisory for the fix.
Exploitation public PoC (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.
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
May 28, 2026
Last Modified
May 29, 2026
Advisory Details (1)
Auto-updated May 28, 2026huntr - The world’s first bug bounty platform for AI/ML
https://huntr.com/bounties/97f706f7-a852-49b2-a4eb-76811e611dafVendor Advisories for CVE-2026-4944(1)
These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.
Weakness Classification(1)
MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.
Data Freshness Timeline
(refreshed 10× in last 7d / 32× 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 it from the CNA feed. 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). Most recent first.
Showing the most recent 100 of 274 refreshes 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 174 oldest rows on record are not shown and were not checked, so the counts can still include repeats.
- 2026-10-19 16:32 UTCEPSS rescoreEPSS 1.0% · 62nd percentile
- 2026-10-18 16:32 UTCEPSS rescoreEPSS 1.0% · 62nd percentile
- 2026-10-18 03:34 UTCEG score recompute
- 2026-10-17 16:34 UTCEPSS rescoreEPSS 1.0% · 62nd percentile
- 2026-10-17 11:57 UTCEG score recompute
- 2026-10-17 11:57 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-10-16 16:42 UTCEPSS rescoreEPSS 1.0% · 62nd percentile
- 2026-10-15 16:32 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-14 16:33 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-13 16:34 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-12 16:34 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-12 16:00 UTCEG score recompute
- 2026-10-11 19:43 UTCEG score recompute
- 2026-10-11 16:57 UTCEG score recompute
- 2026-10-11 14:21 UTCEG score recompute
- 2026-10-11 13:49 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-10 20:00 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-09 20:07 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-08 17:12 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-07 23:48 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-06 15:18 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-05 17:43 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-04 23:22 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-03 14:26 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-10-01 19:50 UTCEPSS rescoreEPSS 1.0% · 61st percentile
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- 2026-09-30 15:03 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-09-28 13:51 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-09-27 13:48 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-09-26 15:59 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-09-26 00:27 UTCEPSS rescoreEPSS 1.0% · 61st percentile
- 2026-09-23 17:53 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
- 2026-09-20 20:16 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
- 2026-09-18 19:28 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
- 2026-09-16 14:08 UTCEPSS rescoreEPSS 0.7% · 53rd percentile
- 2026-09-16 05:15 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-09-14 06:39 UTCEG score recompute
- 2026-09-14 06:39 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-09-13 16:47 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-09-11 14:53 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-09-10 09:35 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-09-08 22:01 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-09-07 16:01 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-09-06 13:47 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-09-04 05:06 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-09-02 14:12 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-09-01 13:54 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-09-01 04:40 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-08-30 19:17 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-08-30 01:22 UTCEPSS rescoreEPSS 0.7% · 51st percentile
- 2026-08-28 21:41 UTCEPSS rescoreEPSS 0.7% · 51st percentile
- 2026-08-27 14:25 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-08-26 14:46 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-08-25 13:49 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-08-25 04:39 UTCEG score recompute
- 2026-08-25 04:39 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-23 14:27 UTCEG score recompute
- 2026-08-23 14:27 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-23 00:19 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-08-21 23:49 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-08-21 15:24 UTCEG score recompute
- 2026-08-21 15:24 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-20 22:55 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-08-20 21:51 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-20 10:43 UTCEG score recompute
- 2026-08-20 10:43 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-19 17:04 UTCEPSS rescoreEPSS 0.7% · 52nd percentile
- 2026-08-18 13:48 UTCEPSS rescoreEPSS 0.7% · 51st percentile
- 2026-08-17 13:47 UTCEPSS rescoreEPSS 0.7% · 51st percentile
- 2026-08-17 07:57 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-16 15:09 UTCEG score recompute
- 2026-08-16 15:09 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-16 14:56 UTCEPSS rescoreEPSS 0.7% · 51st percentile
- 2026-08-16 02:33 UTCEG score recompute
- 2026-08-16 02:33 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-16 02:14 UTCEPSS rescoreEPSS 0.7% · 51st percentile
- 2026-08-15 01:30 UTCEPSS rescoreEPSS 0.7% · 51st percentile
- 2026-08-14 23:09 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-14 12:03 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-14 00:57 UTCEG score recompute
- 2026-08-14 00:57 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-13 22:00 UTCEPSS rescoreEPSS 0.7% · 51st percentile
- 2026-08-13 08:02 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-12 20:35 UTCEG score recompute
- 2026-08-12 20:35 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-12 13:51 UTCEPSS rescoreEPSS 0.7% · 51st percentile
- 2026-08-12 09:30 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-11 22:24 UTCEG score recompute
- 2026-08-11 22:24 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-11 11:14 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-11 00:04 UTCEG score recompute
- 2026-08-11 00:04 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-11 00:00 UTCEPSS rescoreEPSS 0.7% · 51st percentile
- 2026-08-10 03:35 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-09 16:30 UTCEG score recompute
- 2026-08-09 16:30 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-09 13:46 UTCEPSS rescoreEPSS 0.7% · 51st percentile
- 2026-08-09 05:24 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-08 18:18 UTCEG score recompute
- 2026-08-08 18:18 UTCGHSA enrichmentGHSA-g57c-wgqx-8wx7 · GitHub severity HIGH · GitHub CVSS 8.8
- 2026-08-08 16:37 UTCEPSS rescoreEPSS 0.7% · 51st percentile
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Frequently asked(5)
What is CVE-2026-4944?
When was the CVE record for CVE-2026-4944 published?
Is CVE-2026-4944 actively exploited?
What is the CVSS score of CVE-2026-4944?
How do I remediate CVE-2026-4944?
Dependency Blast Radius
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