CVE-2026-47398

HIGHPre-NVD 8.18.1
EchelonGraph scoreMEDIUM confidence

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

This high-severity CVE scores 8.1 under a secondary CVSS source (NVD's own analysis pending). EPSS exploit probability: 0.6% (46th 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
Elevated
8.1EG
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).
  • CISA's Vulnrichment rates exploitation as PoC; EchelonGraph holds no exploit-code reference for it
CISA-KEV: Not listedEPSS PROB: 0.6%CVSS: 8.1Exploit: No code on recordExposed services: Not assessed

A fix is available — apply it.

PraisonAI is a multi-agent teams system. The v4.6.32 chokepoint refactor (which patched CVE-2026-44334 / GHSA-xcmw-grxf-wjhj) added the PRAISONAI_ALLOW_LOCAL_TOOLS env-var gate to the tool_override.py sinks. However, two additional spec.loader.exec_module call sites in praisonai/agents_generator.py were missed and remain completely unguarded in versions prior to 4.6.40. Both functions accept a module_path parameter sourced from YAML configuration and execute it without validation, signature checking, or the env-var gate. Version 4.6.40 fixes the issue.

CVSS v3
8.1
EG Score
8.1HIGHmedium confidence
EG Risk
52
EG Risk 52/100

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 (value × EchelonGraph’s weight)
Severity81% × 45%
The EG Score, 8.1 of 10.
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
0.6%
EPSS %ILE
46th
KEV
Not listed

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.

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 29, 2026

Last Modified

July 21, 2026

Advisory Details (3)

Auto-updated Jul 21, 2026
Patch available. Sources: github_commit, github_pr, github.
GitHub advisoryMentions a patch (unverified)

Arbitrary code execution via ungated spec.loader.exec_module in agents_generator.py (v4.6.32 chokepoint refactor bypass) · Advisory · MervinPraison/PraisonAI · GitHub

https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-78r8-wwqv-r299
GitHub pull request Patch Available

refactor: security batch 2 — platform IDOR and deploy hardening

Patch available: MervinPraison/PraisonAI v4.6.126 (PR #1685 merged 2026-05-19)

https://github.com/MervinPraison/PraisonAI/pull/1685
GitHub commit Patch Available

commit ef79b7a05617 (MervinPraison/PraisonAI)

Patch available: MervinPraison/PraisonAI v4.6.126 (contains commit ef79b7a05617)

https://github.com/MervinPraison/PraisonAI/commit/ef79b7a0561796ad9807f0f09538c25cc78d3619

Vendor Advisories for CVE-2026-47398(1)

These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.

Affected Packages

(1 across 1 ecosystem)
PyPI(1)
PackageVulnerable rangeFix by version rangeDependents
praisonai0.0.1 ... 4.6.9 (731 versions)
  • every version up to 4.6.40: fixed in 4.6.40
—

Weakness Classification(2)

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

Data Freshness Timeline

(refreshed 11× in last 7d / 28× 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 106 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 6 oldest rows on record are not shown and were not checked, so the counts can still include repeats.

  1. 2026-10-16 16:42 UTCEPSS rescoreEPSS 0.6% · 46th percentile
  2. 2026-10-15 16:32 UTCEPSS rescoreEPSS 0.6% · 46th percentile
  3. 2026-10-14 16:33 UTCEPSS rescoreEPSS 0.6% · 46th percentile
  4. 2026-10-13 16:34 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  5. 2026-10-12 16:34 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  6. 2026-10-12 16:01 UTCEG score recompute
  7. 2026-10-11 19:44 UTCEG score recompute
  8. 2026-10-11 16:59 UTCEG score recompute
  9. 2026-10-11 14:24 UTCEG score recompute
  10. 2026-10-11 13:48 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  11. 2026-10-10 20:00 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  12. 2026-10-09 20:07 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  13. 2026-10-08 17:12 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  14. 2026-10-07 23:48 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  15. 2026-10-06 15:18 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  16. 2026-10-05 17:43 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  17. 2026-10-04 23:22 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  18. 2026-10-03 14:25 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  19. 2026-10-03 14:19 UTCOSV refresh
  20. 2026-10-01 19:50 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  21. 2026-09-30 15:03 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  22. 2026-09-28 13:51 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  23. 2026-09-27 13:48 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  24. 2026-09-26 15:59 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  25. 2026-09-26 00:27 UTCEPSS rescoreEPSS 0.6% · 45th percentile
Show 75 more
  1. 2026-09-23 17:53 UTCEPSS rescoreEPSS 0.6% · 46th percentile
  2. 2026-09-20 20:16 UTCEPSS rescoreEPSS 0.6% · 46th percentile
  3. 2026-09-18 19:28 UTCEPSS rescoreEPSS 0.6% · 46th percentile
  4. 2026-09-16 14:08 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  5. 2026-09-16 05:15 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  6. 2026-09-14 06:20 UTCEG score recompute
  7. 2026-09-13 16:47 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  8. 2026-09-13 01:06 UTCOSV refresh
  9. 2026-09-11 14:53 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  10. 2026-09-11 09:37 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  11. 2026-09-10 09:34 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  12. 2026-09-08 22:00 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  13. 2026-09-07 16:01 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  14. 2026-09-06 13:47 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  15. 2026-09-04 05:06 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  16. 2026-09-02 14:12 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  17. 2026-09-01 13:54 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  18. 2026-08-30 19:17 UTCEPSS rescoreEPSS 0.6% · 45th percentile
  19. 2026-08-30 01:22 UTCEPSS rescoreEPSS 0.6% · 44th percentile
  20. 2026-08-28 21:41 UTCEPSS rescoreEPSS 0.6% · 44th percentile
  21. 2026-08-27 14:25 UTCEPSS rescoreEPSS 0.6% · 44th percentile
  22. 2026-08-26 14:46 UTCEPSS rescoreEPSS 0.6% · 44th percentile
  23. 2026-08-25 13:49 UTCEPSS rescoreEPSS 0.6% · 44th percentile
  24. 2026-08-25 04:10 UTCEG score recompute
  25. 2026-08-23 14:09 UTCEG score recompute
  26. 2026-08-23 00:19 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  27. 2026-08-21 23:49 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  28. 2026-08-21 14:59 UTCEG score recompute
  29. 2026-08-20 22:55 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  30. 2026-08-20 10:24 UTCEG score recompute
  31. 2026-08-19 17:04 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  32. 2026-08-18 13:48 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  33. 2026-08-17 13:47 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  34. 2026-08-17 06:50 UTCEG score recompute
  35. 2026-08-16 14:56 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  36. 2026-08-16 06:00 UTCEG score recompute
  37. 2026-08-16 02:14 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  38. 2026-08-15 18:37 UTCEG score recompute
  39. 2026-08-15 01:30 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  40. 2026-08-14 00:27 UTCEG score recompute
  41. 2026-08-13 22:00 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  42. 2026-08-12 21:23 UTCEG score recompute
  43. 2026-08-12 13:51 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  44. 2026-08-11 22:32 UTCEG score recompute
  45. 2026-08-11 11:08 UTCEG score recompute
  46. 2026-08-11 00:00 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  47. 2026-08-09 16:51 UTCEG score recompute
  48. 2026-08-09 13:46 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  49. 2026-08-08 18:03 UTCEG score recompute
  50. 2026-08-08 16:37 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  51. 2026-08-07 18:44 UTCEG score recompute
  52. 2026-08-06 19:39 UTCEG score recompute
  53. 2026-08-06 13:47 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  54. 2026-08-05 20:42 UTCEG score recompute
  55. 2026-08-05 19:17 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  56. 2026-08-04 22:59 UTCEG score recompute
  57. 2026-08-04 15:10 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  58. 2026-08-04 10:39 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  59. 2026-08-03 15:54 UTCEG score recompute
  60. 2026-08-03 10:36 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  61. 2026-08-02 12:45 UTCEG score recompute
  62. 2026-08-02 02:27 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  63. 2026-08-01 13:54 UTCEG score recompute
  64. 2026-08-01 04:16 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  65. 2026-07-31 05:51 UTCEG score recompute
  66. 2026-07-30 16:28 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  67. 2026-07-30 01:30 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  68. 2026-07-29 11:43 UTCEG score recompute
  69. 2026-07-28 15:37 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  70. 2026-07-28 04:01 UTCEG score recompute
  71. 2026-07-27 03:11 UTCEG score recompute
  72. 2026-07-26 14:54 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  73. 2026-07-25 14:18 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  74. 2026-07-24 14:18 UTCEPSS rescoreEPSS 0.3% · 25th percentile
  75. 2026-07-23 14:18 UTCEPSS rescoreEPSS 0.3% · 25th percentile

Related CVEs(same product + same CWE)

Frequently asked(5)

What is CVE-2026-47398?
CVE-2026-47398 is a high-severity vulnerability; its CVE record was published on May 29, 2026. PraisonAI is a multi-agent teams system. The v4.6.32 chokepoint refactor (which patched CVE-2026-44334 / GHSA-xcmw-grxf-wjhj) added the PRAISONAIALLOWLOCALTOOLS env-var gate to the tooloverride.py sinks. However, two additional spec.loader.execmodule call sites in praisonai/agentsgenerator.py were…
When was the CVE record for CVE-2026-47398 published?
The CVE record for CVE-2026-47398 was published on May 29, 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 July 21, 2026; the record at its source may have been updated since.
Is CVE-2026-47398 actively exploited?
CVE-2026-47398 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 0.6% probability of exploitation in the next 30 days (46th percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2026-47398?
CVE-2026-47398 has a CVSS base score of 8.1 (a secondary CVSS source that NVD displays; NVD's own analysis pending).
How do I remediate CVE-2026-47398?
A fix for CVE-2026-47398 is available: update to the fixed version the vendor names in its advisory. The vendor advisories EchelonGraph has for CVE-2026-47398 are linked in the Vendor Advisories panel on this page.

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