CVE-2026-51898

validatedZero produced an exploit or a check.

GHSA-whj7-cr8f-v2cc ↗EUVD-2026-91705 ↗

check availableZero validated a working check for it.not proven exploitableZero has a detection check, but hasn't produced a full working exploit yet.
cve.orgpublic pocExploit code has been published by someone. Source signals can also carry a PoC (Proof of Concept).kevAttacks confirmed in the real world.
pandas-ai n/a
CWE-94 Improper Control of Generation of Code ('Code Injection')
ETK-2026-581, permanent identifier
+2.8dTTV
14mAI analysisAnalysis: how long the AI spent reversing this signal.
Check if you are vulnerable
timeline
0 = trigger signal
trigger signal (cve.org) +0dcheck available+2.8dagent stopped
0
+1d
+2d
+3d

description

pandas-ai 3.0.0 is affected by a code-injection issue in its CodeExecutor.execute functionality. An attacker may be able to cause unintended code execution if they can influence data passed to that functionality; the advisory does not state the required access level or input path.

mitigation

Prevent untrusted users and inputs from reaching CodeExecutor.execute, and run affected deployments with least privilege and isolation. Monitor for a vendor update, as no fixed version is recorded in the advisory.

check
available
exploit
no
automationDeterministic: a check that runs on its own, the same request on every target. Contextual: an agentic technique that needs to be applied per target, for bugs that depend on contextual flows.
contextual
auth requiredWhether an attacker needs an account first, based on the CVSS vector's Privileges Required.
no
EPSSEstimate of the chance this CVE is exploited in the next 30 days. Refreshed daily.
0.33%25th percentile
agent run time
14m
cve.org record, t = 0The moment cve.org publishes the CVE in full.
2026-10-02 00:00Z
Δ to public pocExploit code has been published by someone. Source signals can also carry a PoC (Proof of Concept).
–
Δ to kevAttacks confirmed in the real world.
–

outcome

Contextual check: a technique exists and was validated, but no deterministic check could cover this one.

source signals

Public signals that triggered or updated the pipeline. These are inputs for the deltas above.

  1. 2026-10-02 00:00Z
    cve_org: trigger signal, started the run

this entry in the feed

GET /api/v1/feed/CVE-2026-51898

{
  "etk_id": "ETK-2026-581",
  "cve_id": "CVE-2026-51898",
  "display_id": "CVE-2026-51898",
  "ghsa_id": "GHSA-whj7-cr8f-v2cc",
  "euvd_id": "EUVD-2026-91705",
  "status": "published",
  "anchor_state": "anchored",
  "title": "Code injection in pandas-ai CodeExecutor",
  "summary": "pandas-ai 3.0.0 is affected by a code-injection issue in its CodeExecutor.execute functionality. An attacker may be able to cause unintended code execution if they can influence data passed to that functionality; the advisory does not state the required access level or input path.",
  "mitigation": "Prevent untrusted users and inputs from reaching CodeExecutor.execute, and run affected deployments with least privilege and isolation. Monitor for a vendor update, as no fixed version is recorded in the advisory.",
  "vendor": null,
  "product": "pandas-ai",
  "affected": [
    {
      "affected_notes": [
        "n/a"
      ],
      "affected_ranges": [],
      "ecosystem": null,
      "fixed_versions": [],
      "package_name": "n/a",
      "purl": null
    }
  ],
  "cwes": [
    94
  ],
  "cvss_score": 9.8,
  "cvss_src": "nvd",
  "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
  "epss_score": 0.0033,
  "epss_percentile": 0.2503,
  "epss_asof": "2026-10-20",
  "automation": "contextual",
  "check": true,
  "check_confidence_basis": "assessed",
  "exploit": false,
  "pipeline_minutes": 14.46252315,
  "t0_at": "2026-10-02T00:00:00+00:00",
  "signals": {
    "check": {
      "at": "2026-10-04T19:42:06.119890+00:00",
      "days": 2.8209041653935185,
      "is_lower_bound": false,
      "measured_at": "2026-10-02T00:00:00+00:00",
      "url": null
    },
    "trigger_signal": {
      "at": "2026-10-02T00:00:00+00:00",
      "days": 0,
      "is_lower_bound": false,
      "measured_at": "2026-10-02T00:00:00+00:00",
      "url": "https://www.cve.org/CVERecord?id=CVE-2026-51898"
    }
  }
}

published 2026-10-04 19:27Z
last change 2026-10-21 10:15Z

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