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pytorch — security advisory

Type: advisorySources: OSVAdvisory ID: UBUNTU-CVE-2026-4538

A vulnerability was identified in PyTorch 2.10.0. The affected element is an unknown function of the component pt2 Loading Handler. The manipulation leads to deserialization. The attack can only be performed from a local environment. The exploit is publicly available and might be used. The project was informed of the problem early through a pull request but has not reacted yet.

Products
pytorch
Affected versions
1.7.1-7, 1.8.1-4, 2.12.1+dfsg-1, 2.6.0+dfsg-5build1, 2.6.0+dfsg-7, 2.6.0+dfsg-9, 2.9.1+dfsg-1~exp1ubuntu2
Fixed versions
Not specified
CVEs
CVE-2026-4538
Confirmed fixed CVEs
Not specified
Updated in this feed
31 Oct 2026, 03:05 UTC · Revision 1

Source evidence

UBUNTU-CVE-2026-4538

core-osv · Original source

Published 22 Mar 2026, 05:16 UTC

A vulnerability was identified in PyTorch 2.10.0. The affected element is an unknown function of the component pt2 Loading Handler. The manipulation leads to deserialization. The attack can only be performed from a local environment. The exploit is publicly available and might be used. The project was informed of the problem early through a pull request but has not reacted yet.

osv:UBUNTU-CVE-2026-4538

pytorch

Fixed versions: Not specified

pytorch

Fixed versions: Not specified

pytorch

Fixed versions: Not specified

pytorch

Fixed versions: Not specified

Complete source record
{
  "id": "ebe587262fb030e8a2b09745faf3eadff0ab408ffce90b00b95ae3c021f4a016",
  "url": "https://osv.dev/vulnerability/UBUNTU-CVE-2026-4538",
  "method": "structured",
  "payload": {
    "kind": "advisory",
    "title": "UBUNTU-CVE-2026-4538",
    "summary": "A vulnerability was identified in PyTorch 2.10.0. The affected element is an unknown function of the component pt2 Loading Handler. The manipulation leads to deserialization. The attack can only be performed from a local environment. The exploit is publicly available and might be used. The project was informed of the problem early through a pull request but has not reacted yet.",
    "evidence": "osv:UBUNTU-CVE-2026-4538",
    "products": [
      {
        "name": {
          "value": "pytorch",
          "evidence": "/affected/0/package/name"
        },
        "prerequisites": [],
        "fixed_versions": [],
        "affected_versions": [
          {
            "value": "1.7.1-7",
            "evidence": "/affected/0/versions"
          },
          {
            "value": "1.8.1-4",
            "evidence": "/affected/0/versions"
          }
        ]
      },
      {
        "name": {
          "value": "pytorch",
          "evidence": "/affected/1/package/name"
        },
        "prerequisites": [],
        "fixed_versions": [],
        "affected_versions": [
          {
            "value": "2.6.0+dfsg-5build1",
            "evidence": "/affected/1/versions"
          },
          {
            "value": "2.6.0+dfsg-7",
            "evidence": "/affected/1/versions"
          }
        ]
      },
      {
        "name": {
          "value": "pytorch",
          "evidence": "/affected/2/package/name"
        },
        "prerequisites": [],
        "fixed_versions": [],
        "affected_versions": [
          {
            "value": "2.9.1+dfsg-1~exp1ubuntu2",
            "evidence": "/affected/2/versions"
          },
          {
            "value": "2.12.1+dfsg-1",
            "evidence": "/affected/2/versions"
          }
        ]
      },
      {
        "name": {
          "value": "pytorch",
          "evidence": "/affected/3/package/name"
        },
        "prerequisites": [],
        "fixed_versions": [],
        "affected_versions": [
          {
            "value": "2.6.0+dfsg-7",
            "evidence": "/affected/3/versions"
          },
          {
            "value": "2.6.0+dfsg-9",
            "evidence": "/affected/3/versions"
          },
          {
            "value": "2.9.1+dfsg-1~exp1ubuntu2",
            "evidence": "/affected/3/versions"
          }
        ]
      }
    ],
    "severity": "high",
    "structured": {
      "id": "UBUNTU-CVE-2026-4538",
      "aliases": [
        "UBUNTU-CVE-2026-4538"
      ],
      "metrics": [
        {
          "type": "CVSS_V3",
          "score": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L"
        },
        {
          "type": "CVSS_V3",
          "score": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H"
        },
        {
          "type": "CVSS_V4",
          "score": "CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P"
        },
        {
          "type": "Ubuntu",
          "score": "medium"
        }
      ],
      "affected": [
        {
          "ranges": [
            {
              "type": "ECOSYSTEM",
              "events": [
                {
                  "introduced": "0"
                }
              ]
            }
          ],
          "package": {
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            "purl": "pkg:deb/ubuntu/pytorch?arch=source&distro=jammy",
            "ecosystem": "Ubuntu:22.04:LTS"
          },
          "versions": [
            "1.7.1-7",
            "1.8.1-4"
          ],
          "database_specific": {
            "source": "https://github.com/canonical/ubuntu-security-notices/blob/main/osv/cve/2026/UBUNTU-CVE-2026-4538.json"
          },
          "ecosystem_specific": {
            "binaries": [
              {
                "binary_name": "libtorch-test",
                "binary_version": "1.8.1-4"
              },
              {
                "binary_name": "libtorch1.8",
                "binary_version": "1.8.1-4"
              },
              {
                "binary_name": "python3-torch",
                "binary_version": "1.8.1-4"
              }
            ]
          }
        },
        {
          "ranges": [
            {
              "type": "ECOSYSTEM",
              "events": [
                {
                  "introduced": "0"
                }
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          ],
          "package": {
            "name": "pytorch",
            "purl": "pkg:deb/ubuntu/pytorch?arch=source&distro=questing",
            "ecosystem": "Ubuntu:25.10"
          },
          "versions": [
            "2.6.0+dfsg-5build1",
            "2.6.0+dfsg-7"
          ],
          "database_specific": {
            "source": "https://github.com/canonical/ubuntu-security-notices/blob/main/osv/cve/2026/UBUNTU-CVE-2026-4538.json"
          },
          "ecosystem_specific": {
            "binaries": [
              {
                "binary_name": "libtorch-test",
                "binary_version": "2.6.0+dfsg-7"
              },
              {
                "binary_name": "libtorch2.6",
                "binary_version": "2.6.0+dfsg-7"
              },
              {
                "binary_name": "python3-torch",
                "binary_version": "2.6.0+dfsg-7"
              }
            ]
          }
        },
        {
          "ranges": [
            {
              "type": "ECOSYSTEM",
              "events": [
                {
                  "introduced": "0"
                }
              ]
            }
          ],
          "package": {
            "name": "pytorch",
            "purl": "pkg:deb/ubuntu/pytorch?arch=source&distro=stonking",
            "ecosystem": "Ubuntu:26.10"
          },
          "versions": [
            "2.9.1+dfsg-1~exp1ubuntu2",
            "2.12.1+dfsg-1"
          ],
          "database_specific": {
            "source": "https://github.com/canonical/ubuntu-security-notices/blob/main/osv/cve/2026/UBUNTU-CVE-2026-4538.json"
          },
          "ecosystem_specific": {
            "binaries": [
              {
                "binary_name": "libtorch-test",
                "binary_version": "2.12.1+dfsg-1"
              },
              {
                "binary_name": "libtorch2.12",
                "binary_version": "2.12.1+dfsg-1"
              },
              {
                "binary_name": "python3-torch",
                "binary_version": "2.12.1+dfsg-1"
              }
            ]
          }
        },
        {
          "ranges": [
            {
              "type": "ECOSYSTEM",
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                {
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          ],
          "package": {
            "name": "pytorch",
            "purl": "pkg:deb/ubuntu/pytorch?arch=source&distro=resolute",
            "ecosystem": "Ubuntu:26.04:LTS"
          },
          "versions": [
            "2.6.0+dfsg-7",
            "2.6.0+dfsg-9",
            "2.9.1+dfsg-1~exp1ubuntu2"
          ],
          "database_specific": {
            "source": "https://github.com/canonical/ubuntu-security-notices/blob/main/osv/cve/2026/UBUNTU-CVE-2026-4538.json"
          },
          "ecosystem_specific": {
            "binaries": [
              {
                "binary_name": "libtorch-test",
                "binary_version": "2.9.1+dfsg-1~exp1ubuntu2"
              },
              {
                "binary_name": "libtorch2.9",
                "binary_version": "2.9.1+dfsg-1~exp1ubuntu2"
              },
              {
                "binary_name": "python3-torch",
                "binary_version": "2.9.1+dfsg-1~exp1ubuntu2"
              }
            ]
          }
        }
      ],
      "modified": "2026-10-17T13:00:11.180441605Z",
      "provider": "osv",
      "upstream": [
        "CVE-2026-4538"
      ],
      "references": [
        "https://ubuntu.com/security/CVE-2026-4538",
        "https://www.cve.org/CVERecord?id=CVE-2026-4538",
        "https://github.com/pytorch/pytorch/",
        "https://github.com/pytorch/pytorch/pull/176791",
        "https://vuldb.com/?ctiid.352326",
        "https://vuldb.com/?id.352326",
        "https://vuldb.com/?submit.774681"
      ]
    },
    "related_cves": [
      {
        "value": "CVE-2026-4538",
        "evidence": "/upstream"
      }
    ],
    "security_relevant": true,
    "severity_evidence": "/severity/1/score"
  },
  "source_id": "core-osv",
  "document_id": 360387,
  "published_at": "2026-03-22T05:16:00+00:00"
}