github - ghsa-h36m-9qjr-pv93

GHSA-H36M-9QJR-PV93

Vulnerability from github – Published: 2025-09-25 15:30 – Updated: 2025-09-25 21:30

Details

PyTorch before 3.7.0 has a bernoulli_p decompose function in decompositions.py even though it lacks full consistency with the eager CPU implementation, negatively affecting nn.Dropout1d, nn.Dropout2d, and nn.Dropout3d for fallback_random=True.

Severity ?

5.3 (Medium)


                  
                    CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N

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{
  "affected": [],
  "aliases": [
    "CVE-2025-46153"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-1176"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2025-09-25T15:16:12Z",
    "severity": "MODERATE"
  },
  "details": "PyTorch before 3.7.0 has a bernoulli_p decompose function in decompositions.py even though it lacks full consistency with the eager CPU implementation, negatively affecting nn.Dropout1d, nn.Dropout2d, and nn.Dropout3d for fallback_random=True.",
  "id": "GHSA-h36m-9qjr-pv93",
  "modified": "2025-09-25T21:30:25Z",
  "published": "2025-09-25T15:30:25Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2025-46153"
    },
    {
      "type": "WEB",
      "url": "https://github.com/pytorch/pytorch/issues/142853"
    },
    {
      "type": "WEB",
      "url": "https://github.com/pytorch/pytorch/pull/143460"
    },
    {
      "type": "WEB",
      "url": "https://gist.github.com/shaoyuyoung/4bcefba4004f8271e64b5185c95a248a"
    },
    {
      "type": "WEB",
      "url": "https://gist.github.com/shaoyuyoung/e636f2e7a306105b7e96809e2b85c28a"
    },
    {
      "type": "WEB",
      "url": "https://github.com/pytorch/pytorch/compare/v2.6.0...v2.7.0"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N",
      "type": "CVSS_V3"
    }
  ]
}

CVE-2025-46153 (GCVE-0-2025-46153)

Vulnerability from cvelistv5 – Published: 2025-09-25 00:00 – Updated: 2025-09-25 18:33

Summary

Severity ?

5.3 (Medium)


                        
                          CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N

CWE

Assigner

mitre

References

URL

Tags

	https://github.com/pytorch/pytorch/issues/142853
	https://github.com/pytorch/pytorch/pull/143460
	https://gist.github.com/shaoyuyoung/e636f2e7a3061…
	https://github.com/pytorch/pytorch/compare/v2.6.0…
	https://gist.github.com/shaoyuyoung/4bcefba4004f8…

Show details on NVD website

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{
  "containers": {
    "adp": [
      {
        "metrics": [
          {
            "cvssV3_1": {
              "attackComplexity": "LOW",
              "attackVector": "NETWORK",
              "availabilityImpact": "NONE",
              "baseScore": 5.3,
              "baseSeverity": "MEDIUM",
              "confidentialityImpact": "LOW",
              "integrityImpact": "NONE",
              "privilegesRequired": "NONE",
              "scope": "UNCHANGED",
              "userInteraction": "NONE",
              "vectorString": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N",
              "version": "3.1"
            }
          },
          {
            "other": {
              "content": {
                "id": "CVE-2025-46153",
                "options": [
                  {
                    "Exploitation": "none"
                  },
                  {
                    "Automatable": "no"
                  },
                  {
                    "Technical Impact": "partial"
                  }
                ],
                "role": "CISA Coordinator",
                "timestamp": "2025-09-25T18:30:09.731364Z",
                "version": "2.0.3"
              },
              "type": "ssvc"
            }
          }
        ],
        "problemTypes": [
          {
            "descriptions": [
              {
                "cweId": "CWE-1176",
                "description": "CWE-1176 Inefficient CPU Computation",
                "lang": "en",
                "type": "CWE"
              }
            ]
          }
        ],
        "providerMetadata": {
          "dateUpdated": "2025-09-25T18:33:13.153Z",
          "orgId": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
          "shortName": "CISA-ADP"
        },
        "title": "CISA ADP Vulnrichment"
      }
    ],
    "cna": {
      "affected": [
        {
          "product": "n/a",
          "vendor": "n/a",
          "versions": [
            {
              "status": "affected",
              "version": "n/a"
            }
          ]
        }
      ],
      "descriptions": [
        {
          "lang": "en",
          "value": "PyTorch before 3.7.0 has a bernoulli_p decompose function in decompositions.py even though it lacks full consistency with the eager CPU implementation, negatively affecting nn.Dropout1d, nn.Dropout2d, and nn.Dropout3d for fallback_random=True."
        }
      ],
      "problemTypes": [
        {
          "descriptions": [
            {
              "description": "n/a",
              "lang": "en",
              "type": "text"
            }
          ]
        }
      ],
      "providerMetadata": {
        "dateUpdated": "2025-09-25T14:21:41.597Z",
        "orgId": "8254265b-2729-46b6-b9e3-3dfca2d5bfca",
        "shortName": "mitre"
      },
      "references": [
        {
          "url": "https://github.com/pytorch/pytorch/issues/142853"
        },
        {
          "url": "https://github.com/pytorch/pytorch/pull/143460"
        },
        {
          "url": "https://gist.github.com/shaoyuyoung/e636f2e7a306105b7e96809e2b85c28a"
        },
        {
          "url": "https://github.com/pytorch/pytorch/compare/v2.6.0...v2.7.0"
        },
        {
          "url": "https://gist.github.com/shaoyuyoung/4bcefba4004f8271e64b5185c95a248a"
        }
      ]
    }
  },
  "cveMetadata": {
    "assignerOrgId": "8254265b-2729-46b6-b9e3-3dfca2d5bfca",
    "assignerShortName": "mitre",
    "cveId": "CVE-2025-46153",
    "datePublished": "2025-09-25T00:00:00.000Z",
    "dateReserved": "2025-04-22T00:00:00.000Z",
    "dateUpdated": "2025-09-25T18:33:13.153Z",
    "state": "PUBLISHED"
  },
  "dataType": "CVE_RECORD",
  "dataVersion": "5.1"
}

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

GHSA-H36M-9QJR-PV93

CVE-2025-46153 (GCVE-0-2025-46153)

Tags

Sightings

Nomenclature