CVE-2026-7466

HIGHPre-NVD 8.88.8
EchelonGraph scoreMEDIUM confidence

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

Score 8.8 from GitHub Security Advisory (severity: HIGH) published 2026-04-29. The CNA's CVSS baseline 8.8; sources differ by 0.0.

Triggered by: GitHub Security Advisory CVSS
Sources: the CNA's CVSS, EPSS, GitHub Security Advisory
Trending — 3 sources updated this week
8.8EG
EchelonGraph verdictPlan mitigationRemediate within your standard update timelines (the SSVC decision on this page).
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 0.6%CVSS: 8.8Exploit: None knownExposed services: Not assessed

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

AgentFlow contains an arbitrary code execution vulnerability that allows attackers to execute local Python pipeline files by supplying a user-controlled pipeline_path parameter to the POST /api/runs and POST /api/runs/validate endpoints. Attackers can induce requests to the local AgentFlow API to load and execute existing Python pipeline files on disk, resulting in code execution in the context of the user running AgentFlow.

CVSS v3
8.8
EG Score
8.8HIGHmedium confidence
EG Risk
40
EG Risk 40/100

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)
Severity88% × 45%
Impact severity (EG Severity): CVSS 8.8 of 10. Never the KEV-floored or EPSS-lifted EG Score.
Exploitation0.6% × 40%
FIRST EPSS: the 30-day exploitation probability when EchelonGraph scored this CVE.
Automatability0% × 15%
CISA's SSVC Automatable value: no (Vulnrichment).
SSVC (CISA's decision table, applied by EchelonGraph): Track at low or medium mission impact; Track* at high (mission-essential systems).
Exploitation none (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: No fix is confirmed yet. Restrict network exposure of the affected system within your standard update timelines, and watch for a fix.
EPSS PROB
0.6%
EPSS %ILE
50th
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 (8.8): severity, escalated by confirmed exploitation. This CVE's 8.8 is its impact severity (EG Severity), not escalated.

EG Severity
8.8 HIGHCVSS-B, impact only: no KEV listing, EPSS or EG-KEV tier raises it.GitHub Security Advisory CVSS
EG Likelihood
0.6% within 30 daysSource: FIRST EPSS (model v2026.06.15, score date 2026-10-20). 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 or medium mission impact; Track* at high (mission-essential systems).CISA BOD 26-04: 14 days if the affected system is publicly exposed; Fix on system upgrade 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 or medium mission impact; Track* at high (mission-essential systems).

No fix is confirmed yet. Restrict network exposure of the affected system within your standard update timelines, and watch for a fix.

Exploitation none (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

April 29, 2026

Last Modified

June 23, 2026

Advisory Details (3)

Auto-updated Apr 29, 2026
No fix on record yet.
Web page

AgentFlow Arbitrary Python Pipeline Execution via pipeline_path | Advisories | VulnCheck

https://www.vulncheck.com/advisories/agentflow-arbitrary-python-pipeline-execution-via-pipeline-path
Web page

fix: harden web API pipeline loading and request validation by Hinotoi-agent · Pull Request #18 · berabuddies/agentflow · GitHub

https://github.com/berabuddies/agentflow/pull/18/changes/7e61b6ce846b3d700456e4874394dc868905a9f2
Web page

fix: harden web API pipeline loading and request validation by Hinotoi-agent · Pull Request #18 · berabuddies/agentflow · GitHub

https://github.com/berabuddies/agentflow/pull/18

Weakness Classification(1)

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

Data Freshness Timeline

(refreshed 10× in last 7d / 38× 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 94 of 230 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. 6 repeat rows among the latest 100 are merged into the row they repeat. The 136 oldest rows on record are not shown and were not checked, so the counts can still include repeats.

  1. 2026-10-23 16:32 UTCEPSS rescoreEPSS 0.6% · 50th percentile
  2. 2026-10-22 16:35 UTCEPSS rescoreEPSS 0.6% · 50th percentile
  3. 2026-10-21 16:33 UTCEPSS rescoreEPSS 0.6% · 50th percentile
  4. 2026-10-20 18:25 UTCEG score recompute
  5. 2026-10-20 18:25 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  6. 2026-10-20 16:33 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  7. 2026-10-19 16:33 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  8. 2026-10-18 16:33 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  9. 2026-10-18 03:14 UTCEG score recompute
  10. 2026-10-17 16:35 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  11. 2026-10-16 16:44 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  12. 2026-10-15 16:33 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  13. 2026-10-14 16:33 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  14. 2026-10-13 16:35 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  15. 2026-10-13 07:32 UTCEG score recompute
  16. 2026-10-13 07:32 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  17. 2026-10-12 16:35 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  18. 2026-10-12 15:39 UTCEG score recompute
  19. 2026-10-11 19:25 UTCEG score recompute
  20. 2026-10-11 16:41 UTCEG score recompute
  21. 2026-10-11 14:00 UTCEG score recompute
  22. 2026-10-11 13:49 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  23. 2026-10-10 20:00 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  24. 2026-10-09 20:07 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  25. 2026-10-08 17:13 UTCEPSS rescoreEPSS 0.6% · 49th percentile
Show 69 more
  1. 2026-10-07 23:48 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  2. 2026-10-06 15:18 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  3. 2026-10-05 17:43 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  4. 2026-10-04 23:22 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  5. 2026-10-03 14:26 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  6. 2026-10-02 17:57 UTCEPSS rescoreEPSS 0.6% · 49th percentile
  7. 2026-10-01 19:50 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  8. 2026-09-29 15:24 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  9. 2026-09-28 13:52 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  10. 2026-09-27 13:48 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  11. 2026-09-26 15:59 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  12. 2026-09-26 00:28 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  13. 2026-09-24 14:04 UTCEPSS rescoreEPSS 0.6% · 48th percentile
  14. 2026-09-23 17:54 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  15. 2026-09-22 16:01 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  16. 2026-09-21 21:09 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  17. 2026-09-20 20:16 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  18. 2026-09-18 19:28 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  19. 2026-09-16 14:08 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  20. 2026-09-16 05:15 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  21. 2026-09-15 03:12 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  22. 2026-09-11 14:53 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  23. 2026-09-08 22:01 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  24. 2026-09-06 13:48 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  25. 2026-09-04 05:07 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  26. 2026-09-02 14:12 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  27. 2026-09-01 13:54 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  28. 2026-09-01 04:40 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  29. 2026-08-30 19:17 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  30. 2026-08-30 01:22 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  31. 2026-08-28 21:42 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  32. 2026-08-27 14:25 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  33. 2026-08-26 14:47 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  34. 2026-08-25 13:49 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  35. 2026-08-24 14:18 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  36. 2026-08-23 00:19 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  37. 2026-08-21 23:49 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  38. 2026-08-20 22:56 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  39. 2026-08-19 17:04 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  40. 2026-08-18 13:49 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  41. 2026-08-17 13:53 UTCEG score recompute
  42. 2026-08-17 13:53 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  43. 2026-08-17 13:47 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  44. 2026-08-16 14:56 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  45. 2026-08-16 05:25 UTCEG score recompute
  46. 2026-08-16 05:25 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  47. 2026-08-16 02:15 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  48. 2026-08-15 01:31 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  49. 2026-08-14 17:00 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  50. 2026-08-14 03:53 UTCEG score recompute
  51. 2026-08-14 03:53 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  52. 2026-08-13 22:00 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  53. 2026-08-13 06:45 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  54. 2026-08-12 17:30 UTCEG score recompute
  55. 2026-08-12 17:30 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  56. 2026-08-12 13:51 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  57. 2026-08-11 16:28 UTCEG score recompute
  58. 2026-08-11 16:28 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  59. 2026-08-11 13:43 UTCEPSS rescoreEPSS 0.3% · 27th percentile
  60. 2026-08-11 01:53 UTCEG score recompute
  61. 2026-08-11 01:53 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  62. 2026-08-11 00:00 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  63. 2026-08-10 04:51 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  64. 2026-08-09 15:57 UTCEG score recompute
  65. 2026-08-09 15:57 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  66. 2026-08-09 13:47 UTCEPSS rescoreEPSS 0.3% · 26th percentile
  67. 2026-08-09 03:03 UTCEG score recompute
  68. 2026-08-09 03:03 UTCGHSA enrichmentGHSA-9xfg-xjpc-86gf · GitHub severity HIGH · GitHub CVSS 8.8
  69. 2026-08-08 16:37 UTCEPSS rescoreEPSS 0.3% · 26th percentile

Frequently asked(5)

What is CVE-2026-7466?
CVE-2026-7466 is a high-severity vulnerability; its CVE record was published on April 29, 2026. AgentFlow contains an arbitrary code execution vulnerability that allows attackers to execute local Python pipeline files by supplying a user-controlled pipeline_path parameter to the POST /api/runs and POST /api/runs/validate endpoints. Attackers can induce requests to the local AgentFlow API to…
When was CVE-2026-7466 made public?
CVE-2026-7466 was made public on April 29, 2026: that is the date its CVE record's CNA, VulnCheck, gives for when the vulnerability was made public. The CVE record itself was published on April 29, 2026. EchelonGraph's copy of the record carries a last-modified date of June 23, 2026; the record at its source may have been updated since.
Is CVE-2026-7466 actively exploited?
CVE-2026-7466 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 0.6% probability of exploitation in the next 30 days (50th percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2026-7466?
CVE-2026-7466 has a CVSS base score of 8.8 (the CNA's own assessment, by vulncheck; NVD's own analysis pending).
How do I remediate CVE-2026-7466?
No fix for CVE-2026-7466 is confirmed yet. Until one is published, restrict network exposure of the affected system — for example, keep it off the internet or limit it to trusted networks — and watch for a fix.

Dependency Blast Radius

Explore the affected products and dependency analysis for CVE-2026-7466

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