Diffusers is the a library for pretrained diffusion models. Prior to 0.38.0, Diffusers' DiffusionPipeline.from_pretrained flow can bypass the trust_remote_code guard because download() validates model_index.json and custom pipeline code before later loading from a cached folder that can change, allowing a Hub repository with custom .py pipeline code to execute through the custom pipeline flow without passing custom_pipeline or trust_remote_code=True. This issue is fixed in version 0.38.0.
CVE-2026-45804
“—” beside the score: it is equal to the CVSS score beside it.
Score 7.5 from GitHub Security Advisory (severity: HIGH) published 2026-05-20. A secondary CVSS source baseline 7.5; sources differ by 0.0.
Also known asEUVD-2026-44711 (ENISA EUVD) · GHSA-7wx4-6vff-v64p (GitHub Security Advisories)Source: ENISA EUVD
- CISA's Vulnrichment rates exploitation as PoC; EchelonGraph holds no exploit-code reference for it
A fix is available — apply it.
- CVSS v3
- 7.5
- EG Score
- 7.5HIGHmedium confidence
- EG Risk
- 50EG Risk 50/100
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)Severity75% × 45%Impact severity (EG Severity): CVSS 7.5 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: A fix is available. Apply it within your standard update timelines at low or medium mission impact and sooner than that at high. - EPSS PROB
- 0.4%
- EPSS %ILE
- 30th
- 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 (7.5): severity, escalated by confirmed exploitation. This CVE's 7.5 is its impact severity (EG Severity), not escalated.
- EG Severity
- 7.5 HIGHCVSS-B, impact only: no KEV listing, EPSS or EG-KEV tier raises it.GitHub Security Advisory CVSS
- EG Likelihood
- 0.4% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-10-31). 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, 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, Track* at medium and Attend at high mission impact.
A fix is available. Apply it within your standard update timelines at low or medium mission impact and sooner than that at high.
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.
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
May 20, 2026
Last Modified
October 24, 2026
Advisory Details (5)
Auto-updated Jul 15, 2026Diffusers 0.38.0: New image and audio pipelines, Core library improvements, and more
Patch available: huggingface/diffusers v0.38.0
https://github.com/huggingface/diffusers/releases/tag/v0.38.0commit a37f6f8394ac (huggingface/diffusers)
Fix landed in huggingface/diffusers commit a37f6f8394ac — awaiting tagged release
https://github.com/huggingface/diffusers/commit/a37f6f8394ac2a7ee8360c3abea811efe54512b1Improve `trust_remote_code`
Fix merged in huggingface/diffusers PR #13448 on 2026-04-23 — awaiting tagged release
https://github.com/huggingface/diffusers/pull/13448Insufficient trust check for custom_pipeline parameter of DiffusionPipeline.from_pretrained method · Issue #13446 · huggingface/diffusers · GitHub
https://github.com/huggingface/diffusers/issues/13446TOCTOU Trust Remote Code Bypass · Advisory · huggingface/diffusers · GitHub
https://github.com/huggingface/diffusers/security/advisories/GHSA-7wx4-6vff-v64pVendor Advisories for CVE-2026-45804(8)
These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.
- RHSA-2026:76150Red Hat Product SecurityHigh
Red Hat Security Advisory: Red Hat Enterprise Linux AI 3.4.5 security update
- RHSA-2026:76149Red Hat Product SecurityHigh
Red Hat Security Advisory: Red Hat Enterprise Linux AI 3.4.5 security update
- RHSA-2026:70979Red Hat Product SecurityHigh
Red Hat Security Advisory: Red Hat AI Inference 3.4.5 (cuda)
- RHSA-2026:70965Red Hat Product SecurityHigh
Red Hat Security Advisory: Red Hat AI Inference 3.4.5 (cpu)
- RHSA-2026:69467Red Hat Product SecurityHigh
Red Hat Security Advisory: Red Hat AI Inference 3.4.5 (cuda)
- RHSA-2026:69466Red Hat Product SecurityHigh
Red Hat Security Advisory: Red Hat AI Inference 3.4.5 (cpu)
- RHSA-2026:60520Red Hat Product SecurityCritical
Red Hat Security Advisory: RHOAI 3.4.4 - Red Hat OpenShift AI
- GHSA-7wx4-6vff-v64pGitHub Security AdvisoriesHigh
Diffusers: TOCTOU Trust Remote Code Bypass
Patch Availability(8)
| Vendor / Ecosystem | Fix (by version range) / Patch | Released | Source |
|---|---|---|---|
| redhat | rhelai3/bootc-gcp-cuda-rhel9:1790881123 | 2026-10-05 | redhat |
| redhat | rhelai3/disk-image-cuda-rhel9:1790957417 | 2026-10-05 | redhat |
| redhat | rhaii/vllm-cpu-rhel9:1790075793 | 2026-09-23 | redhat |
| redhat | rhaii/vllm-cuda-rhel9:1790090131 | 2026-09-23 | redhat |
| redhat | rhaii/vllm-cpu-rhel9:1789681128 | 2026-09-21 | redhat |
| redhat | rhaii/vllm-cuda-rhel9:1789681126 | 2026-09-21 | redhat |
| redhat | rhoai/odh-training-rocm64-torch29-py312-rhel9:1786611435 | 2026-08-27 | redhat |
| pip | diffusers @ 0.38.0 (fixes < 0.38.0) | — | ghsa |
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)
| Package | Vulnerable range | Fix by version range | Dependents |
|---|---|---|---|
| diffusers | 0.0.1 ... 0.9.0 (96 versions) |
| — |
Weakness Classification(1)
MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.
Data Freshness Timeline
(refreshed 11× in last 7d / 44× 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 132 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 32 oldest rows on record are not shown and were not checked, so the counts can still include repeats.
- 2026-11-02 16:45 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-11-01 16:34 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-11-01 07:48 UTCGHSA enrichmentGHSA-7wx4-6vff-v64p · GitHub severity HIGH · GitHub CVSS 7.5
- 2026-11-01 07:48 UTCEG score recompute
- 2026-11-01 06:16 UTCEG score recompute
- 2026-11-01 06:16 UTCVendor advisory
- 2026-10-31 16:32 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-10-30 16:34 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-10-29 16:33 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-10-28 16:32 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-10-27 16:32 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-10-26 16:31 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-10-25 16:33 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-10-25 14:26 UTCEG score recompute
- 2026-10-24 21:26 UTCEG score recompute
- 2026-10-24 21:26 UTCVendor advisory
- 2026-10-24 16:33 UTCEPSS rescoreEPSS 0.4% · 29th percentile
- 2026-10-23 16:31 UTCEPSS rescoreEPSS 0.4% · 29th percentile
- 2026-10-22 16:34 UTCEPSS rescoreEPSS 0.4% · 29th percentile
- 2026-10-21 16:33 UTCEPSS rescoreEPSS 0.4% · 29th percentile
- 2026-10-20 16:33 UTCEPSS rescoreEPSS 0.4% · 29th percentile
- 2026-10-19 16:32 UTCEPSS rescoreEPSS 0.4% · 29th percentile
- 2026-10-18 16:32 UTCEPSS rescoreEPSS 0.4% · 29th percentile
- 2026-10-18 03:37 UTCEG score recompute
- 2026-10-17 16:34 UTCEPSS rescoreEPSS 0.4% · 29th percentile
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- 2026-10-17 13:35 UTCEG score recompute
- 2026-10-17 13:35 UTCVendor advisory
- 2026-10-16 16:42 UTCEPSS rescoreEPSS 0.4% · 29th percentile
- 2026-10-15 16:32 UTCEPSS rescoreEPSS 0.4% · 29th percentile
- 2026-10-14 16:33 UTCEPSS rescoreEPSS 0.4% · 29th percentile
- 2026-10-13 16:34 UTCEPSS rescoreEPSS 0.4% · 29th percentile
- 2026-10-12 16:34 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-10-12 16:03 UTCEG score recompute
- 2026-10-11 19:46 UTCEG score recompute
- 2026-10-11 17:00 UTCEG score recompute
- 2026-10-11 14:26 UTCEG score recompute
- 2026-10-11 13:48 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-10-10 20:00 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-10-09 20:07 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-10-08 17:12 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-10-07 23:48 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-10-06 15:18 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-10-05 17:43 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-10-04 23:22 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-10-03 14:25 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-10-01 19:50 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-09-30 15:03 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-09-30 03:10 UTCOSV refresh
- 2026-09-27 13:48 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-09-26 15:58 UTCEPSS rescoreEPSS 0.4% · 28th percentile
- 2026-09-23 17:53 UTCEPSS rescoreEPSS 0.4% · 31st percentile
- 2026-09-20 20:15 UTCEPSS rescoreEPSS 0.4% · 31st percentile
- 2026-09-18 19:28 UTCEPSS rescoreEPSS 0.4% · 31st percentile
- 2026-09-17 19:31 UTCEPSS rescoreEPSS 0.4% · 31st percentile
- 2026-09-16 14:08 UTCEPSS rescoreEPSS 0.4% · 31st percentile
- 2026-09-16 05:15 UTCEPSS rescoreEPSS 0.4% · 31st percentile
- 2026-09-13 16:47 UTCEPSS rescoreEPSS 0.4% · 31st percentile
- 2026-09-12 15:01 UTCEPSS rescoreEPSS 0.4% · 31st percentile
- 2026-09-11 14:53 UTCEPSS rescoreEPSS 0.4% · 31st percentile
- 2026-09-11 09:37 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-09-11 05:23 UTCOSV refresh
- 2026-09-10 09:34 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-09-08 22:00 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-09-07 16:01 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-09-06 13:47 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-09-04 05:06 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-09-02 14:12 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-09-01 13:54 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-30 19:17 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-30 01:22 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-28 21:41 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-27 14:25 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-26 14:46 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-25 13:49 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-23 16:54 UTCEG score recompute
- 2026-08-23 00:19 UTCEPSS rescoreEPSS 0.4% · 31st percentile
- 2026-08-21 23:49 UTCEPSS rescoreEPSS 0.4% · 31st percentile
- 2026-08-21 22:54 UTCEG score recompute
- 2026-08-20 22:55 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-20 18:55 UTCEG score recompute
- 2026-08-19 17:04 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-18 13:48 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-17 13:47 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-16 16:54 UTCEG score recompute
- 2026-08-16 14:56 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-16 03:29 UTCEG score recompute
- 2026-08-16 02:14 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-15 03:16 UTCEG score recompute
- 2026-08-15 01:30 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-14 02:01 UTCEG score recompute
- 2026-08-13 22:00 UTCEPSS rescoreEPSS 0.4% · 30th percentile
- 2026-08-12 14:37 UTCEG score recompute
- 2026-08-12 13:51 UTCEPSS rescoreEPSS 0.3% · 18th percentile
- 2026-08-11 13:51 UTCEG score recompute
- 2026-08-11 00:35 UTCEG score recompute
- 2026-08-11 00:00 UTCEPSS rescoreEPSS 0.3% · 18th percentile
- 2026-08-09 14:40 UTCEG score recompute
- 2026-08-09 13:46 UTCEPSS rescoreEPSS 0.3% · 18th percentile
- 2026-08-09 02:21 UTCEG score recompute
- 2026-08-08 16:37 UTCEPSS rescoreEPSS 0.3% · 18th percentile
Related CVEs(same product + same vendor + same CWE)
Same vendor
10 shownredhat:RHSA-2026:60520
Frequently asked(5)
What is CVE-2026-45804?
When was the CVE record for CVE-2026-45804 published?
Is CVE-2026-45804 actively exploited?
What is the CVSS score of CVE-2026-45804?
How do I remediate CVE-2026-45804?
Dependency Blast Radius
See which npm, PyPI, Go, and Maven packages are affected by CVE-2026-45804
Is Your Infrastructure Affected by CVE-2026-45804?
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