CVE-2024-10481

MEDIUMNVD 6.56.5—
EchelonGraph scoreMEDIUM confidence

Score 6.5 from GitHub Security Advisory published 2025-03-20. NVD baseline CVSS 6.5; sources differ by 0.0.

Triggered by: GitHub Security Advisory CVSS
Sources: epss, ghsa, nvd
Elevated
6.5EG
EchelonGraph verdictMonitorLow exploitation likelihood right now — keep watching.
  • Lower severity and no public exploit yet
CISA-KEV: Not listedEPSS PROB: 0%CVSS: 6.5Exploit: Elevated riskExposed: 0

No vendor fix yet — apply a workaround or compensating control (WAF / firewall / segmentation) and watch for a patch.

A CSRF vulnerability exists in comfyanonymous/comfyui versions up to v0.2.2. This vulnerability allows attackers to host malicious websites that, when visited by authenticated ComfyUI users, can perform arbitrary API requests on behalf of the user. This can be exploited to perform actions such as uploading arbitrary files via the /upload/image endpoint. The lack of CSRF protections on API endpoints like /upload/image, /prompt, and /history leaves users vulnerable to unauthorized actions, which could be combined with other vulnerabilities such as stored-XSS to further compromise user sessions.

CVSS v3
6.5
EG Score
6.5(medium)
EG Risk
45(Track)
EG Risk 45/100SSVC: Track

EG Risk is EchelonGraph's 0–100 priority score: it fuses intrinsic severity with real-world exploitation and automatability so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner. Distinct from the 0–10 EG Score (severity).

How it’s computed
Severity65% × 45%
Exploitation40% × 40%
Automatability0% × 15%
Action: Routine — remediate on your standard cadence.
EPSS PROB
0%
EPSS %ILE
11%
KEV
Not listed

Published

March 20, 2025

Last Modified

July 29, 2025

References (1)

Weakness Classification(1)

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

Data Freshness Timeline

(refreshed 8× in last 7d / 43× in last 30d)

Each row is a source pipeline that fetched or updated this CVE on that date, with what changed. 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. Most recent first.

Showing the most recent 100 of 105 total refreshes for this CVE.

  1. 2026-07-30 01:29 UTCEPSS rescore
  2. 2026-07-28 15:34 UTCEPSS rescore
  3. 2026-07-27 14:11 UTCEPSS rescore
  4. 2026-07-26 14:53 UTCEPSS rescore
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  8. 2026-07-24 11:41 UTCOSV refresh
  9. 2026-07-23 14:17 UTCEPSS rescore
  10. 2026-07-23 14:17 UTCEPSS rescore
  11. 2026-07-23 02:31 UTCEG score recompute
  12. 2026-07-22 23:18 UTCEG score recompute
  13. 2026-07-22 14:07 UTCEPSS rescore
  14. 2026-07-21 15:23 UTCEPSS rescore
  15. 2026-07-20 17:06 UTCEPSS rescore
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  1. 2026-07-13 06:11 UTCEPSS rescore
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  7. 2026-07-07 13:45 UTCEPSS rescore
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  9. 2026-07-07 07:21 UTCOSV refresh
  10. 2026-07-06 16:26 UTCEPSS rescore
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  22. 2026-06-28 04:55 UTCEPSS rescore
  23. 2026-06-27 03:07 UTCEPSS rescore
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  25. 2026-06-25 13:48 UTCEPSS rescore
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  36. 2026-06-19 19:24 UTCEPSS rescore
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  38. 2026-06-18 18:13 UTCOSV refresh
  39. 2026-06-18 17:51 UTCEPSS rescore
  40. 2026-06-17 17:52 UTCEPSS rescore
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  42. 2026-06-16 17:51 UTCEPSS rescore
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  44. 2026-06-15 17:47 UTCEPSS rescore
  45. 2026-06-14 23:16 UTCEPSS rescore
  46. 2026-06-13 22:59 UTCEPSS rescore
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  48. 2026-06-12 23:11 UTCEPSS rescore
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  50. 2026-06-11 13:59 UTCEPSS rescore
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  56. 2026-06-08 14:16 UTCEPSS rescore
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  58. 2026-06-07 15:24 UTCEPSS rescore
  59. 2026-06-07 15:24 UTCEPSS rescore
  60. 2026-06-06 13:46 UTCEPSS rescore
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  73. 2026-05-31 22:30 UTCEPSS rescore
  74. 2026-05-31 22:30 UTCEPSS rescore
  75. 2026-05-31 00:15 UTCEPSS rescore

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Frequently asked(5)

What is CVE-2024-10481?
CVE-2024-10481 is a medium vulnerability published on March 20, 2025. A CSRF vulnerability exists in comfyanonymous/comfyui versions up to v0.2.2. This vulnerability allows attackers to host malicious websites that, when visited by authenticated ComfyUI users, can perform arbitrary API requests on behalf of the user. This can be exploited to perform actions such as…
When was CVE-2024-10481 disclosed?
CVE-2024-10481 was first published in the National Vulnerability Database on March 20, 2025, with the most recent update on July 29, 2025. EchelonGraph re-ingests CVE updates from NVD on a 2-hour cycle, so this page reflects the latest published state.
Is CVE-2024-10481 actively exploited?
CVE-2024-10481 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 0% probability of exploitation in the next 30 days, which ranks it in the top 88.9% of all scored CVEs.
What is the CVSS score of CVE-2024-10481?
CVE-2024-10481 has a CVSS v3 base score of 6.5 (NVD).
How do I remediate CVE-2024-10481?
Patch to the fixed version published by the affected vendor. Where vendor advisories exist for CVE-2024-10481, EchelonGraph cross-links them in the Vendor Advisories panel below — those typically contain the canonical remediation steps, fixed version numbers, and any vendor-specific mitigations.

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