CVE-2026-61444

CRITICALPre-NVD 9.19.1—
EchelonGraph scoreMEDIUM confidence

Score 9.1 from GitHub Security Advisory (severity: CRITICAL) published 2026-07-10. a secondary CVSS source baseline 9.1; sources differ by 0.0.

Triggered by: GitHub Security Advisory CVSS
Sources: epss, ghsa, secondary
Trending — 3 sources updated this weekElevated
9.1EG
EchelonGraph verdictPlan a fixSerious severity, but no confirmed exploitation yet.
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 1%CVSS: 9.1Exploit: Elevated riskExposed: 0

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

PraisonAI versions before 4.6.78 contain a code injection vulnerability in deploy/api.py where the agents_file parameter is directly interpolated into an f-string without sanitization. Attackers can inject arbitrary Python code that executes when the generated server code runs via subprocess.Popen().

CVSS v3
9.1
EG Score
9.1(medium)
EG Risk
57(Track*)
EG Risk 57/100SSVC: 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
Severity91% × 45%
Exploitation40% × 40%
Automatability0% × 15%
Action: Watch closely — could escalate to Attend.
EPSS PROB
1%
EPSS %ILE
45%
KEV
Not listed

Published

July 10, 2026

Last Modified

July 10, 2026

Advisory Details (2)

Auto-updated Aug 30, 2026
🔬 Proof of concept available. Patch available. Sources: github.
github Patch Available🟡 PoC Available

Code Injection via f-string Interpolation in Deploy API Server Generation · Advisory · MervinPraison/PraisonAI · GitHub

https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-g6j7-pffp-8whg
generic

PraisonAI before 4.6.78 Code Injection via f-string | Advisories | VulnCheck

https://www.vulncheck.com/advisories/praisonai-before-code-injection-via-f-string

Vendor Advisories for CVE-2026-61444(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 30× in last 7d / 197× 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 298 total refreshes for this CVE.

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

Related CVEs(same CWE)

Frequently asked(5)

What is CVE-2026-61444?
CVE-2026-61444 is a critical vulnerability published on July 10, 2026. PraisonAI versions before 4.6.78 contain a code injection vulnerability in deploy/api.py where the agents_file parameter is directly interpolated into an f-string without sanitization. Attackers can inject arbitrary Python code that executes when the generated server code runs via…
When was CVE-2026-61444 disclosed?
CVE-2026-61444 was first published in the National Vulnerability Database on July 10, 2026. EchelonGraph re-ingests CVE updates from NVD on a 2-hour cycle, so this page reflects the latest published state.
Is CVE-2026-61444 actively exploited?
CVE-2026-61444 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 1% probability of exploitation in the next 30 days, which ranks it in the top 55.3% of all scored CVEs.
What is the CVSS score of CVE-2026-61444?
CVE-2026-61444 has a CVSS v3 base score of 9.1 (NVD).
How do I remediate CVE-2026-61444?
Patch to the fixed version published by the affected vendor. Where vendor advisories exist for CVE-2026-61444, 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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