CVE-2026-61433

HIGHPre-NVD 7.87.8—
EchelonGraph scoreMEDIUM confidence

Score 7.8 from GitHub Security Advisory (severity: HIGH) published 2026-07-15. a secondary CVSS source baseline 7.8; sources differ by 0.0.

Triggered by: GitHub Security Advisory CVSS
Sources: epss, ghsa, secondary
Trending — 3 sources updated this week
7.8EG
EchelonGraph verdictPlan a fixSerious severity, but no confirmed exploitation yet.
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 0%CVSS: 7.8Exploit: None knownExposed: 0

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

PraisonAI before 4.6.78 fails to safely encode deployment configuration values when generating Python source code for API servers. Attackers can inject arbitrary Python expressions through the deploy.api.host and agents_file configuration parameters that execute when the generated server starts or handles requests.

CVSS v3
7.8
EG Score
7.8(medium)
EG Risk
35(Track)
EG Risk 35/100SSVC: 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
Severity78% × 45%
Exploitation0% × 40%
Automatability0% × 15%
Action: Routine — remediate on your standard cadence.
EPSS PROB
0%
EPSS %ILE
11%
KEV
Not listed

Published

July 15, 2026

Last Modified

July 15, 2026

Advisory Details (3)

Auto-updated Jul 15, 2026
🔬 Proof of concept available. Patch available. Sources: github_commit, github.
generic

PraisonAI before 4.6.78 Code Injection via API deployment generator | Advisories | VulnCheck

https://www.vulncheck.com/advisories/praisonai-before-code-injection-via-api-deployment-generator
github Patch Available🟡 PoC Available

API deploy code generator embeds unescaped YAML fields into Python source · Advisory · MervinPraison/PraisonAI · GitHub

https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-79fv-7hq9-w7xg
github_commit Patch Available

commit 1620b49f3694 (MervinPraison/PraisonAI)

Patch available: MervinPraison/PraisonAI v4.6.118 (contains commit 1620b49f3694)

https://github.com/MervinPraison/PraisonAI/commit/1620b49f36945d8cc8ee5635b906c960df5097a0

Vendor Advisories for CVE-2026-61433(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 23× in last 7d / 111× 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 152 total refreshes for this CVE.

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

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Frequently asked(5)

What is CVE-2026-61433?
CVE-2026-61433 is a high vulnerability published on July 15, 2026. PraisonAI before 4.6.78 fails to safely encode deployment configuration values when generating Python source code for API servers. Attackers can inject arbitrary Python expressions through the deploy.api.host and agents_file configuration parameters that execute when the generated server starts or…
When was CVE-2026-61433 disclosed?
CVE-2026-61433 was first published in the National Vulnerability Database on July 15, 2026. EchelonGraph re-ingests CVE updates from NVD on a 2-hour cycle, so this page reflects the latest published state.
Is CVE-2026-61433 actively exploited?
CVE-2026-61433 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-2026-61433?
CVE-2026-61433 has a CVSS v3 base score of 7.8 (NVD).
How do I remediate CVE-2026-61433?
Patch to the fixed version published by the affected vendor. Where vendor advisories exist for CVE-2026-61433, 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.

Dependency Blast Radius

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