CVE-2026-56673

HIGHPre-NVD 7.57.5
EchelonGraph scoreMEDIUM confidence

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

This high-severity CVE scores 7.5 under a secondary CVSS source (NVD's own analysis pending). EPSS exploit probability: 0.6% (49th percentile of EPSS-scored CVEs). No GitHub Security Advisory CVSS is on record for this CVE.

Triggered by: Headline CVSS from a secondary CVSS source
Sources: EPSS, a secondary CVSS source
7.5EG
EchelonGraph verdictPlan a fixRemediate within your standard update timelines at low or medium mission impact and sooner than that at high (the SSVC decision on this page).
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 0.6%CVSS: 7.5Exploit: None knownExposed services: Not assessed

A fix is available — apply it.

ComfyUI is a modular diffusion model GUI, API, and backend with a graph-and-node interface. Prior to 0.28.0, folder_paths.get_annotated_filepath and exists_annotated_filepath join workflow-controlled annotated filenames to a base directory without a containment check, allowing an unauthenticated crafted POST /prompt workflow using LoadImage or sibling nodes to probe arbitrary host paths and exfiltrate image-format files through /view. LoadImage defines a VALIDATE_INPUTS method, which causes the execution engine to skip COMBO (input-directory) validation. Affected nodes include LoadImage, LoadImageMask, LoadImageOutput, LoadAudio, LoadLatent, LoadVideo, and Load3D. This issue is fixed in version 0.28.0.

CVSS v3
7.5
EG Score
7.5HIGHmedium confidence
EG Risk
49
EG Risk 49/100

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.
Exploitation0.6% × 40%
FIRST EPSS: the 30-day exploitation probability when EchelonGraph scored this CVE.
Automatability100% × 15%
CISA's SSVC Automatable value: yes (Vulnrichment).
SSVC (CISA's decision table, applied by EchelonGraph): Track at low or medium mission impact; Attend at high (mission-essential systems).
Exploitation none (CISA Vulnrichment) · Automatable yes (CISA Vulnrichment) · Technical impact partial (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
0.6%
EPSS %ILE
49th
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.a secondary CVSS source · CVSS v3.0 or v3.1
EG Likelihood
0.6% 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 or medium mission impact; Attend at high (mission-essential systems).CISA BOD 26-04: 14 days if the affected system is publicly exposed; 60 days 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 or medium mission impact; Attend at high (mission-essential systems).

A fix is available. Apply it within your standard update timelines at low or medium mission impact and sooner than that at high.

Exploitation none (CISA Vulnrichment) · Automatable yes (CISA Vulnrichment) · Technical impact partial (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; 60 days if it is not.

In CISA KEV no (CISA's KEV catalog) · Automatable yes (CISA Vulnrichment) · Technical impact partial (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

July 31, 2026

Last Modified

September 8, 2026

Advisory Details (3)

Auto-updated Jul 31, 2026
Patch available. Sources: github, github_pr, github_release.
GitHub release Patch Available

v0.28.0

Patch available: Comfy-Org/ComfyUI v0.28.0

https://github.com/Comfy-Org/ComfyUI/releases/tag/v0.28.0
GitHub pull request

security: fix four vulnerabilities (GHSA-779p-m5rp-r4h4)

Fix merged in Comfy-Org/ComfyUI PR #14734 on 2026-07-03 — awaiting tagged release

https://github.com/Comfy-Org/ComfyUI/pull/14734
GitHub advisoryMentions a patch (unverified)

Path traversal in LoadImage via the /prompt API allows arbitrary file existence probing and image exfiltration · Advisory · Comfy-Org/ComfyUI · GitHub

https://github.com/Comfy-Org/ComfyUI/security/advisories/GHSA-rvxv-29p8-pxgq

Weakness Classification(1)

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

Data Freshness Timeline

(refreshed 9× in last 7d / 45× 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 139 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 39 oldest rows on record are not shown and were not checked, so the counts can still include repeats.

  1. 2026-10-19 16:32 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  2. 2026-10-18 16:32 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  3. 2026-10-18 03:29 UTCEG score recompute
  4. 2026-10-17 16:34 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  5. 2026-10-17 02:57 UTCEG score recompute
  6. 2026-10-16 16:42 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  7. 2026-10-15 16:32 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  8. 2026-10-14 16:33 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  9. 2026-10-13 16:34 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  10. 2026-10-12 16:34 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  11. 2026-10-12 15:54 UTCEG score recompute
  12. 2026-10-11 19:38 UTCEG score recompute
  13. 2026-10-11 16:53 UTCEG score recompute
  14. 2026-10-11 14:16 UTCEG score recompute
  15. 2026-10-11 13:49 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  16. 2026-10-10 20:00 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  17. 2026-10-09 20:07 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  18. 2026-10-08 17:13 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  19. 2026-10-07 23:48 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  20. 2026-10-06 23:51 UTCEG score recompute
  21. 2026-10-06 15:18 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  22. 2026-10-05 19:57 UTCEG score recompute
  23. 2026-10-05 17:43 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  24. 2026-10-04 23:53 UTCEG score recompute
  25. 2026-10-04 23:22 UTCEPSS rescoreEPSS 0.6% · 48th percentile
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  1. 2026-10-04 06:34 UTCEG score recompute
  2. 2026-10-03 14:26 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  3. 2026-10-02 17:56 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  4. 2026-10-02 16:53 UTCEG score recompute
  5. 2026-10-01 19:50 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  6. 2026-10-01 02:50 UTCEG score recompute
  7. 2026-09-30 15:03 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  8. 2026-09-29 15:22 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  9. 2026-09-29 06:51 UTCEG score recompute
  10. 2026-09-28 13:51 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  11. 2026-09-27 18:57 UTCEG score recompute
  12. 2026-09-27 13:48 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  13. 2026-09-26 15:59 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  14. 2026-09-25 04:53 UTCEG score recompute
  15. 2026-09-24 14:04 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  16. 2026-09-23 22:27 UTCEG score recompute
  17. 2026-09-23 17:54 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  18. 2026-09-23 00:33 UTCEG score recompute
  19. 2026-09-22 13:36 UTCEG score recompute
  20. 2026-09-20 20:16 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  21. 2026-09-19 23:44 UTCEG score recompute
  22. 2026-09-19 00:37 UTCEG score recompute
  23. 2026-09-18 19:28 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  24. 2026-09-18 01:17 UTCEG score recompute
  25. 2026-09-17 19:31 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  26. 2026-09-17 01:25 UTCEG score recompute
  27. 2026-09-16 14:08 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  28. 2026-09-16 05:30 UTCEG score recompute
  29. 2026-09-16 05:15 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  30. 2026-09-15 03:11 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  31. 2026-09-13 22:01 UTCEG score recompute
  32. 2026-09-13 16:47 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  33. 2026-09-12 23:52 UTCEG score recompute
  34. 2026-09-11 14:58 UTCEG score recompute
  35. 2026-09-11 14:53 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  36. 2026-09-10 14:29 UTCEG score recompute
  37. 2026-09-10 09:35 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  38. 2026-09-09 08:02 UTCEG score recompute
  39. 2026-09-08 22:01 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  40. 2026-09-07 19:39 UTCEG score recompute
  41. 2026-09-07 16:01 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  42. 2026-09-06 16:45 UTCEG score recompute
  43. 2026-09-06 13:47 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  44. 2026-09-05 18:48 UTCEG score recompute
  45. 2026-09-05 04:47 UTCEG score recompute
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  47. 2026-09-04 05:07 UTCEPSS rescoreEPSS 0.4% · 35th percentile
  48. 2026-09-03 09:17 UTCEG score recompute
  49. 2026-09-02 14:12 UTCEPSS rescoreEPSS 0.4% · 35th percentile
  50. 2026-09-01 22:35 UTCEG score recompute
  51. 2026-09-01 13:54 UTCEPSS rescoreEPSS 0.4% · 35th percentile
  52. 2026-09-01 04:40 UTCEPSS rescoreEPSS 0.4% · 35th percentile
  53. 2026-08-30 21:09 UTCEG score recompute
  54. 2026-08-30 19:17 UTCEPSS rescoreEPSS 0.4% · 35th percentile
  55. 2026-08-30 10:11 UTCEG score recompute
  56. 2026-08-30 01:22 UTCEPSS rescoreEPSS 0.4% · 35th percentile
  57. 2026-08-29 22:26 UTCEG score recompute
  58. 2026-08-28 21:42 UTCEPSS rescoreEPSS 0.4% · 35th percentile
  59. 2026-08-27 22:34 UTCEG score recompute
  60. 2026-08-27 14:25 UTCEPSS rescoreEPSS 0.4% · 35th percentile
  61. 2026-08-27 00:38 UTCEG score recompute
  62. 2026-08-26 14:46 UTCEPSS rescoreEPSS 0.4% · 35th percentile
  63. 2026-08-25 15:43 UTCEG score recompute
  64. 2026-08-25 13:49 UTCEPSS rescoreEPSS 0.4% · 35th percentile
  65. 2026-08-24 17:48 UTCEG score recompute
  66. 2026-08-23 08:17 UTCEG score recompute
  67. 2026-08-23 00:19 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  68. 2026-08-22 10:19 UTCEG score recompute
  69. 2026-08-21 23:49 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  70. 2026-08-21 01:20 UTCEG score recompute
  71. 2026-08-20 22:55 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  72. 2026-08-20 03:25 UTCEG score recompute
  73. 2026-08-19 17:04 UTCEPSS rescoreEPSS 0.4% · 36th percentile
  74. 2026-08-18 18:26 UTCEG score recompute
  75. 2026-08-18 13:48 UTCEPSS rescoreEPSS 0.4% · 35th percentile

Frequently asked(5)

What is CVE-2026-56673?
CVE-2026-56673 is a high-severity vulnerability; its CVE record was published on July 31, 2026. ComfyUI is a modular diffusion model GUI, API, and backend with a graph-and-node interface. Prior to 0.28.0, folderpaths.getannotatedfilepath and existsannotatedfilepath join workflow-controlled annotated filenames to a base directory without a containment check, allowing an unauthenticated crafted…
When was the CVE record for CVE-2026-56673 published?
The CVE record for CVE-2026-56673 was published on July 31, 2026. That is the record's publication date; the vulnerability itself may have been made public earlier. EchelonGraph's copy of the record carries a last-modified date of September 8, 2026; the record at its source may have been updated since.
Is CVE-2026-56673 actively exploited?
CVE-2026-56673 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 0.6% probability of exploitation in the next 30 days (49th percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2026-56673?
CVE-2026-56673 has a CVSS base score of 7.5 (a secondary CVSS source that NVD displays; NVD's own analysis pending).
How do I remediate CVE-2026-56673?
A fix for CVE-2026-56673 is available: update to the fixed version the vendor names in its advisory.

Dependency Blast Radius

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