CVE-2026-47393

CRITICALPre-NVD 9.89.8
EchelonGraph scoreMEDIUM confidence

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

This critical-severity CVE scores 9.8 under a secondary CVSS source (NVD's own analysis pending). EPSS exploit probability: 0.8% (55th 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
9.8EG
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: 0.8%CVSS: 9.8Exploit: No code on recordExposed services: Not assessed

A fix is available — apply it.

PraisonAI is a multi-agent teams system. CVE-2026-44338 (GHSA-6rmh-7xcm-cpxj) documents that PraisonAI ships a code-generator (praisonai.deploy.api.generate_api_server_code) that emits a Flask API server with authentication disabled by default. Users who follow the documented quickstart (praisonai deploy --type api) get a server that binds to 0.0.0.0 per the recommended sample YAML, exposes /chat and /agents endpoints, runs praisonai.run() on user-supplied JSON input — LLM orchestration with the API key materials present in the process environment, and does not require any authentication. Versions prior to 4.6.40 still ship the generator with auth_enabled defaulting to False. The fix shape is opt-in via APIConfig(auth_enabled=True, auth_token=...). Version 4.6.40 fixes the issue.

CVSS v3
9.8
EG Score
9.8CRITICALmedium confidence
EG Risk
75
EG Risk 75/100

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)
Severity98% × 45%
Impact severity (EG Severity): CVSS 9.8 of 10. Never the KEV-floored or EPSS-lifted EG Score.
Exploitation40% × 40%
EchelonGraph's fixed weight for EG-KEV Tier 3 (Elevated): a constant, not a probability.
Automatability100% × 15%
CISA's SSVC Automatable value: yes (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 yes (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
0.8%
EPSS %ILE
55th
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 (9.8): severity, escalated by confirmed exploitation. This CVE's 9.8 is its impact severity (EG Severity), not escalated.

EG Severity
9.8 CRITICALCVSS-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
0.8% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-10-19). 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, Track* at medium and Attend at high mission impact.CISA BOD 26-04: 3 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, 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 yes (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)3 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 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 22, 2026

Advisory Details (4)

Auto-updated Oct 18, 2026
🔬 Proof of concept available. Patch available. Sources: github_commit, github_pr, github.
GitHub advisoryMentions a patch (unverified)🟡 PoC Available

PraisonAI `deploy --type api` emits a Flask server with authentication disabled by default · Advisory · MervinPraison/PraisonAI · GitHub

https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-8444-4fhq-fxpq
GitHub advisoryMentions a patch (unverified)🟡 PoC Available

PraisonAI ships and generates a legacy API server with authentication disabled by default, allowing unauthenticated workflow execution · CVE-2026-44338 · GitHub Advisory Database · GitHub

https://github.com/advisories/GHSA-6rmh-7xcm-cpxj
GitHub pull request Patch Available

refactor: security batch 2 — platform IDOR and deploy hardening

Patch available: MervinPraison/PraisonAI v4.6.151 (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 v4.6.151 (contains commit ef79b7a05617)

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

Vendor Advisories for CVE-2026-47393(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 14× in last 7d / 37× 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 118 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 18 oldest rows on record are not shown and were not checked, so the counts can still include repeats.

  1. 2026-10-20 12:17 UTCEG score recompute
  2. 2026-10-19 16:32 UTCEPSS rescoreEPSS 0.8% · 55th percentile
  3. 2026-10-19 13:13 UTCEG score recompute
  4. 2026-10-18 16:32 UTCEPSS rescoreEPSS 0.8% · 55th percentile
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  6. 2026-10-17 16:34 UTCEPSS rescoreEPSS 0.8% · 55th percentile
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  8. 2026-10-16 16:42 UTCEPSS rescoreEPSS 0.8% · 55th percentile
  9. 2026-10-16 14:26 UTCEG score recompute
  10. 2026-10-15 16:32 UTCEPSS rescoreEPSS 0.8% · 54th percentile
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  12. 2026-10-14 16:33 UTCEPSS rescoreEPSS 0.8% · 54th percentile
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  14. 2026-10-13 16:34 UTCEPSS rescoreEPSS 0.8% · 54th percentile
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  18. 2026-10-11 19:44 UTCEG score recompute
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  20. 2026-10-11 14:24 UTCEG score recompute
  21. 2026-10-11 13:48 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  22. 2026-10-10 20:00 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  23. 2026-10-09 20:07 UTCEPSS rescoreEPSS 0.8% · 54th percentile
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  25. 2026-10-07 23:48 UTCEPSS rescoreEPSS 0.8% · 54th percentile
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  1. 2026-10-06 15:18 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  2. 2026-10-05 17:43 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  3. 2026-10-03 14:25 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  4. 2026-10-03 14:19 UTCOSV refresh
  5. 2026-10-01 19:50 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  6. 2026-09-30 15:03 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  7. 2026-09-28 13:51 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  8. 2026-09-27 13:48 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  9. 2026-09-26 15:59 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  10. 2026-09-26 00:27 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  11. 2026-09-23 17:53 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  12. 2026-09-20 20:16 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  13. 2026-09-18 19:28 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  14. 2026-09-16 14:08 UTCEPSS rescoreEPSS 0.8% · 54th percentile
  15. 2026-09-16 05:15 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  16. 2026-09-14 06:20 UTCEG score recompute
  17. 2026-09-13 16:47 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  18. 2026-09-13 01:06 UTCOSV refresh
  19. 2026-09-11 14:53 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  20. 2026-09-11 09:37 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  21. 2026-09-10 09:34 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  22. 2026-09-08 22:00 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  23. 2026-09-07 16:01 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  24. 2026-09-06 13:47 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
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  26. 2026-09-02 14:12 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  27. 2026-09-01 13:54 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  28. 2026-08-30 19:17 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  29. 2026-08-30 01:22 UTCEPSS rescoreEPSS 0.8% · 52nd percentile
  30. 2026-08-28 21:41 UTCEPSS rescoreEPSS 0.8% · 52nd percentile
  31. 2026-08-27 14:25 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  32. 2026-08-26 14:46 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  33. 2026-08-25 13:49 UTCEPSS rescoreEPSS 0.8% · 53rd percentile
  34. 2026-08-25 04:10 UTCEG score recompute
  35. 2026-08-23 14:05 UTCEG score recompute
  36. 2026-08-23 00:19 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
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  38. 2026-08-21 23:49 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
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  40. 2026-08-20 22:55 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
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  42. 2026-08-19 17:04 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
  43. 2026-08-18 13:48 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
  44. 2026-08-17 14:34 UTCEG score recompute
  45. 2026-08-17 13:47 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
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  51. 2026-08-15 01:30 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
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  53. 2026-08-13 22:00 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
  54. 2026-08-12 17:38 UTCEG score recompute
  55. 2026-08-12 13:51 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
  56. 2026-08-11 15:01 UTCEG score recompute
  57. 2026-08-11 03:30 UTCEG score recompute
  58. 2026-08-11 00:00 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
  59. 2026-08-09 15:13 UTCEG score recompute
  60. 2026-08-09 13:46 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
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  62. 2026-08-08 16:37 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
  63. 2026-08-07 19:43 UTCEG score recompute
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  65. 2026-08-06 13:47 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
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  74. 2026-08-02 02:27 UTCEPSS rescoreEPSS 0.4% · 33rd percentile
  75. 2026-08-01 13:54 UTCEG score recompute

Frequently asked(5)

What is CVE-2026-47393?
CVE-2026-47393 is a critical-severity vulnerability; its CVE record was published on May 29, 2026. PraisonAI is a multi-agent teams system. CVE-2026-44338 (GHSA-6rmh-7xcm-cpxj) documents that PraisonAI ships a code-generator (praisonai.deploy.api.generateapiservercode) that emits a Flask API server with authentication disabled by default. Users who follow the documented quickstart (praisonai…
When was the CVE record for CVE-2026-47393 published?
The CVE record for CVE-2026-47393 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 22, 2026; the record at its source may have been updated since.
Is CVE-2026-47393 actively exploited?
CVE-2026-47393 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 0.8% probability of exploitation in the next 30 days (55th percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2026-47393?
CVE-2026-47393 has a CVSS base score of 9.8 (a secondary CVSS source that NVD displays; NVD's own analysis pending).
How do I remediate CVE-2026-47393?
A fix for CVE-2026-47393 is available: update to the fixed version the vendor names in its advisory. The vendor advisories EchelonGraph has for CVE-2026-47393 are linked in the Vendor Advisories panel on this page.

Dependency Blast Radius

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