cvelistv5 - CVE-2024-10190

CVE-2024-10190 (GCVE-0-2024-10190)

Vulnerability from cvelistv5 – Published: 2025-03-20 10:09 – Updated: 2025-10-15 12:50

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.

Severity ?

9.8 (Critical)


                        
                          CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

CWE

CWE-502 - Deserialization of Untrusted Data

Assigner

@huntr_ai

References

URL

Tags

https://huntr.com/bounties/3e398d1f-70c2-4e05-ae2…

Impacted products

	Vendor	Product	Version
	horovod	horovod/horovod	Affected: unspecified , ≤ latest (custom)

Show details on NVD website

JSON

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FKIE_CVE-2024-10190

Vulnerability from fkie_nvd - Published: 2025-03-20 10:15 - Updated: 2025-12-11 18:19

Severity ?

9.8 (Critical) - CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

Summary

References

	URL	Tags
	security@huntr.dev	https://huntr.com/bounties/3e398d1f-70c2-4e05-ae22-f5d66b19a754	Exploit, Issue Tracking, Third Party Advisory

Impacted products

	Vendor	Product	Version
	horovod	horovod	*

JSON

To clipboard

{
  "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": "2025-12-11T18:19:19.657",
  "metrics": {
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      {
        "cvssData": {
          "attackComplexity": "LOW",
          "attackVector": "NETWORK",
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GHSA-MRHH-3GGQ-23P2

Vulnerability from github – Published: 2025-03-20 12:32 – Updated: 2025-10-15 16:00

Summary

Horovod Vulnerable to Command Injection

Details

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.

Severity ?

9.8 (Critical)


                  
                    CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

Show details on source website

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "horovod"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "last_affected": "0.28.1"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [
    "CVE-2024-10190"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502",
      "CWE-77"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2025-03-20T18:53:09Z",
    "nvd_published_at": "2025-03-20T10:15:15Z",
    "severity": "CRITICAL"
  },
  "details": "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.",
  "id": "GHSA-mrhh-3ggq-23p2",
  "modified": "2025-10-15T16:00:23Z",
  "published": "2025-03-20T12:32:38Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2024-10190"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/horovod/horovod"
    },
    {
      "type": "WEB",
      "url": "https://huntr.com/bounties/3e398d1f-70c2-4e05-ae22-f5d66b19a754"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ],
  "summary": "Horovod Vulnerable to Command Injection"
}

Sightings

Author	Source	Type	Date

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.

Detection rules are retrieved from Rulezet.

Action not permitted

CVE-2024-10190 (GCVE-0-2024-10190)

FKIE_CVE-2024-10190

GHSA-MRHH-3GGQ-23P2

Tags

Sightings

Nomenclature