FKIE_CVE-2024-10190
Vulnerability from fkie_nvd - Published: 2025-03-20 10:15 - Updated: 2026-06-17 06:55
Severity
Summary
Horovod versions up to and including v0.28.1 are vulnerable to unauthenticated remote code execution. The vulnerability is due to improper handling of base64-encoded data in the `ElasticRendezvousHandler`, a subclass of `KVStoreHandler`. Specifically, the `_put_value` method in `ElasticRendezvousHandler` calls `codec.loads_base64(value)`, which eventually invokes `cloudpickle.loads(decoded)`. This allows an attacker to send a malicious pickle object via a PUT request, leading to arbitrary code execution on the server.
References
| URL | Tags | ||
|---|---|---|---|
| security@huntr.dev | https://huntr.com/bounties/3e398d1f-70c2-4e05-ae22-f5d66b19a754 | Exploit, Issue Tracking, Third Party Advisory |
{
"affected": [
{
"affectedData": [
{
"product": "horovod/horovod",
"vendor": "horovod",
"versions": [
{
"lessThanOrEqual": "latest",
"status": "affected",
"version": "unspecified",
"versionType": "custom"
}
]
}
],
"source": "security@huntr.dev"
}
],
"configurations": [
{
"nodes": [
{
"cpeMatch": [
{
"criteria": "cpe:2.3:a:horovod:horovod:*:*:*:*:*:*:*:*",
"matchCriteriaId": "9A871014-0334-4971-A698-69CF70E3AADD",
"versionEndIncluding": "0.28.1",
"vulnerable": true
}
],
"negate": false,
"operator": "OR"
}
]
}
],
"cveTags": [],
"descriptions": [
{
"lang": "en",
"value": "Horovod versions up to and including v0.28.1 are vulnerable to unauthenticated remote code execution. The vulnerability is due to improper handling of base64-encoded data in the `ElasticRendezvousHandler`, a subclass of `KVStoreHandler`. Specifically, the `_put_value` method in `ElasticRendezvousHandler` calls `codec.loads_base64(value)`, which eventually invokes `cloudpickle.loads(decoded)`. This allows an attacker to send a malicious pickle object via a PUT request, leading to arbitrary code execution on the server."
},
{
"lang": "es",
"value": "Las versiones de Horovod hasta la v0.28.1 incluida son vulnerables a la ejecuci\u00f3n remota de c\u00f3digo no autenticado. Esta vulnerabilidad se debe a la gesti\u00f3n inadecuada de datos codificados en base64 en `ElasticRendezvousHandler`, una subclase de `KVStoreHandler`. Espec\u00edficamente, el m\u00e9todo `_put_value` de `ElasticRendezvousHandler` llama a `codec.loads_base64(value)`, que finalmente invoca a `cloudpickle.loads(decoded)`. Esto permite a un atacante enviar un objeto pickle malicioso mediante una solicitud PUT, lo que provoca la ejecuci\u00f3n de c\u00f3digo arbitrario en el servidor."
}
],
"id": "CVE-2024-10190",
"lastModified": "2026-06-17T06:55:07.440",
"metrics": {
"cvssMetricV30": [
{
"cvssData": {
"attackComplexity": "LOW",
"attackVector": "NETWORK",
"availabilityImpact": "HIGH",
"baseScore": 9.8,
"baseSeverity": "CRITICAL",
"confidentialityImpact": "HIGH",
"integrityImpact": "HIGH",
"privilegesRequired": "NONE",
"scope": "UNCHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
"version": "3.0"
},
"exploitabilityScore": 3.9,
"impactScore": 5.9,
"source": "security@huntr.dev",
"type": "Secondary"
}
],
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2024-10190",
"options": [
{
"exploitation": "poc"
},
{
"automatable": "yes"
},
{
"technicalImpact": "total"
}
],
"role": "CISA Coordinator",
"timestamp": "2025-03-20T17:51:20.823102Z",
"version": "2.0.3"
}
}
]
},
"published": "2025-03-20T10:15:15.117",
"references": [
{
"source": "security@huntr.dev",
"tags": [
"Exploit",
"Issue Tracking",
"Third Party Advisory"
],
"url": "https://huntr.com/bounties/3e398d1f-70c2-4e05-ae22-f5d66b19a754"
}
],
"sourceIdentifier": "security@huntr.dev",
"vulnStatus": "Analyzed",
"weaknesses": [
{
"description": [
{
"lang": "en",
"value": "CWE-502"
}
],
"source": "security@huntr.dev",
"type": "Secondary"
}
]
}
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Experimental. This forecast is provided for visualization only and may change without notice. Do not use it for operational decisions.
Forecast uses a logistic model when the trend is rising, or an exponential decay model when the trend is falling. Fitted via linearized least squares.
Sightings
| Author | Source | Type | Date | Other |
|---|
Nomenclature
- Seen: The vulnerability was mentioned, discussed, or observed by the user.
- Confirmed: The vulnerability has been validated from an analyst's perspective.
- Published Proof of Concept: A public proof of concept is available for this vulnerability.
- Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
- Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
- Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
- Not confirmed: The user expressed doubt about the validity of the vulnerability.
- Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.
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