Common Weakness Enumeration

CWE-502

Allowed

Deserialization of Untrusted Data

Abstraction: Base · Status: Draft

The product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid.

4798 vulnerabilities reference this CWE, most recent first.

GHSA-X499-M338-RW37

Vulnerability from github – Published: 2022-11-29 21:30 – Updated: 2022-12-02 00:30
VLAI
Details

SolarWinds Platform was susceptible to the Deserialization of Untrusted Data. This vulnerability allows a remote adversary with valid access to SolarWinds Web Console to execute arbitrary commands.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2022-36964"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2022-11-29T21:15:00Z",
    "severity": "HIGH"
  },
  "details": "SolarWinds Platform was susceptible to the Deserialization of Untrusted Data. This vulnerability allows a remote adversary with valid access to SolarWinds Web Console to execute arbitrary commands.",
  "id": "GHSA-x499-m338-rw37",
  "modified": "2022-12-02T00:30:26Z",
  "published": "2022-11-29T21:30:25Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2022-36964"
    },
    {
      "type": "WEB",
      "url": "https://documentation.solarwinds.com/en/success_center/orionplatform/content/release_notes/solarwinds_platform_2022-4_release_notes.htm"
    },
    {
      "type": "WEB",
      "url": "https://www.solarwinds.com/trust-center/security-advisories/CVE-2022-36964"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-X4X5-JV3X-9C7M

Vulnerability from github – Published: 2024-03-20 15:44 – Updated: 2024-03-20 21:37
VLAI
Summary
`qiskit_ibm_runtime.RuntimeDecoder` can execute arbitrary code
Details

Summary

deserializing json data using qiskit_ibm_runtime.RuntimeDecoder can be made to execute arbitrary code given a correctly formatted input string

Details

RuntimeDecoder is supposed to be able to deserialize JSON strings containing various special types encoded via RuntimeEncoder. However, one can structure a malicious payload to cause the decoder to spawn a subprocess and execute arbitrary code, exploiting this block of code: https://github.com/Qiskit/qiskit-ibm-runtime/blob/16e90f475e78a9d2ae77daa139ef750cfa84ca82/qiskit_ibm_runtime/utils/json.py#L156-L159

PoC

malicious_data = {
    "__type__": "settings",
    "__module__": "subprocess",
    "__class__": "Popen",
    "__value__": {
        "args": ["echo", "hi"]
    },
}
json_str = json.dumps(malicious_data)

_ = json.loads(json_str, cls=qiskit_ibm_runtime.RuntimeDecoder)  # prints "hi" to the terminal

(where obviously "echo hi" can be replaced with something much more malicious)

notably the following also makes it through the runtime API, with malicious_data serialized client-side via RuntimeEncoder (and therefore presumably deserialized server-side via RuntimeDecoder?)

service = qiskit_ibm_runtime(<ibm_cloud_credentials>)
job = service.run("qasm3-runner", malicious_data)
print(job.status())  # prints "JobStatus.QUEUED"

Impact

i don't know if qiskit_ibm_runtime.RuntimeDecoder is used server-side so this may or may not be a serious vulnerability on your end (however it's definitely a security hole for anyone using the library to deserialize third-party data)

Show details on source website

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "qiskit-ibm-runtime"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0.1.0"
            },
            {
              "fixed": "0.21.2"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [
    "CVE-2024-29032"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2024-03-20T15:44:22Z",
    "nvd_published_at": "2024-03-20T21:15:31Z",
    "severity": "MODERATE"
  },
  "details": "### Summary\n\ndeserializing json data using `qiskit_ibm_runtime.RuntimeDecoder` can be made to execute arbitrary code given a correctly formatted input string\n\n### Details\n\n`RuntimeDecoder` is supposed to be able to deserialize JSON strings containing various special types encoded via `RuntimeEncoder`. However, one can structure a malicious payload to cause the decoder to spawn a subprocess and execute arbitrary code, exploiting this block of code: https://github.com/Qiskit/qiskit-ibm-runtime/blob/16e90f475e78a9d2ae77daa139ef750cfa84ca82/qiskit_ibm_runtime/utils/json.py#L156-L159\n\n### PoC\n\n```python\nmalicious_data = {\n    \"__type__\": \"settings\",\n    \"__module__\": \"subprocess\",\n    \"__class__\": \"Popen\",\n    \"__value__\": {\n        \"args\": [\"echo\", \"hi\"]\n    },\n}\njson_str = json.dumps(malicious_data)\n\n_ = json.loads(json_str, cls=qiskit_ibm_runtime.RuntimeDecoder)  # prints \"hi\" to the terminal\n```\n(where obviously \"echo hi\" can be replaced with something much more malicious)\n\nnotably the following also makes it through the runtime API, with `malicious_data` serialized client-side via `RuntimeEncoder` (and therefore presumably deserialized server-side via `RuntimeDecoder`?)\n```python\nservice = qiskit_ibm_runtime(\u003cibm_cloud_credentials\u003e)\njob = service.run(\"qasm3-runner\", malicious_data)\nprint(job.status())  # prints \"JobStatus.QUEUED\"\n```\n\n### Impact\n\ni don\u0027t know if `qiskit_ibm_runtime.RuntimeDecoder` is used server-side so this may or may not be a serious vulnerability on your end (however it\u0027s definitely a security hole for anyone using the library to deserialize third-party data)",
  "id": "GHSA-x4x5-jv3x-9c7m",
  "modified": "2024-03-20T21:37:56Z",
  "published": "2024-03-20T15:44:22Z",
  "references": [
    {
      "type": "WEB",
      "url": "https://github.com/Qiskit/qiskit-ibm-runtime/security/advisories/GHSA-x4x5-jv3x-9c7m"
    },
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2024-29032"
    },
    {
      "type": "WEB",
      "url": "https://github.com/Qiskit/qiskit-ibm-runtime/commit/b78fca114133051805d00043a404b25a33835f4d"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/Qiskit/qiskit-ibm-runtime"
    },
    {
      "type": "WEB",
      "url": "https://github.com/Qiskit/qiskit-ibm-runtime/blob/16e90f475e78a9d2ae77daa139ef750cfa84ca82/qiskit_ibm_runtime/utils/json.py#L156-L159"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L",
      "type": "CVSS_V3"
    }
  ],
  "summary": "`qiskit_ibm_runtime.RuntimeDecoder` can execute arbitrary code"
}

GHSA-X563-6HQV-26MR

Vulnerability from github – Published: 2023-11-17 21:47 – Updated: 2023-11-17 21:47
VLAI
Summary
Ibis PyArrow dependency allows arbitrary code execution when loading a malicious data file
Details

Impact

Deserialization of untrusted data in IPC and Parquet readers in PyArrow versions 0.14.0 to 14.0.0 allows arbitrary code execution. An application is vulnerable if it reads Arrow IPC, Feather or Parquet data from untrusted sources (for example user-supplied input files). This vulnerability only affects PyArrow, not other Apache Arrow implementations or bindings.

Note that Ibis itself makes extremely limited use of pyarrow.parquet.read_table:

  1. read_table is used in tests, where the input file is entirely controlled by the Ibis developers
  2. read_table is used in the ibis/examples/__init__.py as a fallback for backends that don't support reading Parquet directly. Parquet data used in ibis.examples are also managed by the Ibis developers. This Parquet data is generated from CSV files and SQLite databases.
  3. The Pandas and Dask backends both use PyArrow to read Parquet files and are therefore affected.

Ibis does not make use of APIs that directly read from either Arrow IPC files or Feather files.

Patches

Ibis imports the pyarrow_hotfix package wherever pyarrow is used, as of version 7.1.0.

Upgrading to Arrow 14.0.1 is also a possible solution, starting in Ibis 7.1.0.

Workarounds

Install pyarrow_hotfix and run import pyarrow_hotfix ahead of any and all import ibis statements.

For example:

import ibis

becomes

import pyarrow_hotfix
import ibis

References

https://www.cve.org/CVERecord?id=CVE-2023-47248 https://nvd.nist.gov/vuln/detail/CVE-2023-47248

Show details on source website

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "ibis-framework"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "7.1.0"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2023-11-17T21:47:11Z",
    "nvd_published_at": null,
    "severity": "CRITICAL"
  },
  "details": "### Impact\n\nDeserialization of untrusted data in IPC and Parquet readers in PyArrow versions 0.14.0 to 14.0.0 allows arbitrary code execution. An application is vulnerable if it reads Arrow IPC, Feather or Parquet data from untrusted sources (for example user-supplied input files). This vulnerability only affects PyArrow, not other Apache Arrow implementations or bindings.\n\nNote that Ibis itself makes **extremely limited** use of `pyarrow.parquet.read_table`:\n\n1. `read_table` is used in tests, where the input file is entirely controlled by the Ibis developers\n2. `read_table` is used in the `ibis/examples/__init__.py` as a fallback for backends that don\u0027t support reading Parquet directly. Parquet data used in `ibis.examples` are also managed by the Ibis developers. This Parquet data is generated from CSV files and SQLite databases.\n3. The Pandas and Dask backends both use PyArrow to read Parquet files and are therefore affected.\n\nIbis **does not** make use of APIs that directly read from either Arrow IPC files or Feather files.\n\n### Patches\n\nIbis imports the `pyarrow_hotfix` package wherever pyarrow is used, as of version 7.1.0.\n\nUpgrading to Arrow 14.0.1 is also a possible solution, starting in Ibis 7.1.0.\n\n### Workarounds\n\nInstall [`pyarrow_hotfix`](https://pypi.org/project/pyarrow-hotfix/) and run `import pyarrow_hotfix` ahead of any and all `import ibis` statements.\n\nFor example:\n\n```python\nimport ibis\n```\n\nbecomes\n\n```python\nimport pyarrow_hotfix\nimport ibis\n```\n\n### References\n\nhttps://www.cve.org/CVERecord?id=CVE-2023-47248\nhttps://nvd.nist.gov/vuln/detail/CVE-2023-47248",
  "id": "GHSA-x563-6hqv-26mr",
  "modified": "2023-11-17T21:47:11Z",
  "published": "2023-11-17T21:47:11Z",
  "references": [
    {
      "type": "WEB",
      "url": "https://github.com/ibis-project/ibis/security/advisories/GHSA-x563-6hqv-26mr"
    },
    {
      "type": "WEB",
      "url": "https://github.com/ibis-project/ibis/commit/0fa1e5dc06783c01e912e8de4d7e10186ca0e364"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/ibis-project/ibis"
    },
    {
      "type": "WEB",
      "url": "https://github.com/ibis-project/ibis/releases/tag/7.1.0"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [],
  "summary": "Ibis PyArrow dependency allows arbitrary code execution when loading a malicious data file"
}

GHSA-X57G-XJ73-77GW

Vulnerability from github – Published: 2022-09-07 00:01 – Updated: 2026-04-08 21:31
VLAI
Details

The Migration, Backup, Staging – WPvivid plugin for WordPress is vulnerable to deserialization of untrusted input via the 'path' parameter in versions up to, and including 0.9.74. This makes it possible for authenticated attackers with administrative privileges to call files using a PHAR wrapper that will deserialize and call arbitrary PHP Objects that can be used to perform a variety of malicious actions granted a POP chain is also present. It also requires that the attacker is successful in uploading a file with the serialized payload.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2022-2442"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2022-09-06T18:15:00Z",
    "severity": "HIGH"
  },
  "details": "The Migration, Backup, Staging \u2013 WPvivid plugin for WordPress is vulnerable to deserialization of untrusted input via the \u0027path\u0027 parameter in versions up to, and including 0.9.74. This makes it possible for authenticated attackers with administrative privileges to call files using a PHAR wrapper that will deserialize and call arbitrary PHP Objects that can be used to perform a variety of malicious actions granted a POP chain is also present. It also requires that the attacker is successful in uploading a file with the serialized payload.",
  "id": "GHSA-x57g-xj73-77gw",
  "modified": "2026-04-08T21:31:44Z",
  "published": "2022-09-07T00:01:52Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2022-2442"
    },
    {
      "type": "WEB",
      "url": "https://plugins.trac.wordpress.org/browser/wpvivid-backuprestore/trunk/includes/staging/class-wpvivid-staging.php?rev=2749419#L1747"
    },
    {
      "type": "WEB",
      "url": "https://plugins.trac.wordpress.org/browser/wpvivid-backuprestore/trunk/includes/staging/class-wpvivid-staging.php?rev=2749419#L1783"
    },
    {
      "type": "WEB",
      "url": "https://plugins.trac.wordpress.org/changeset?sfp_email=\u0026sfph_mail=\u0026reponame=\u0026old=2766112%40wpvivid-backuprestore%2Ftrunk%2Fincludes%2Fstaging%2Fclass-wpvivid-staging.php\u0026new=2766112%40wpvivid-backuprestore%2Ftrunk%2Fincludes%2Fstaging%2Fclass-wpvivid-staging.php"
    },
    {
      "type": "WEB",
      "url": "https://www.wordfence.com/threat-intel/vulnerabilities/id/b7e2ca2e-c495-47f8-9c18-da5ba73d9e70?source=cve"
    },
    {
      "type": "WEB",
      "url": "https://www.wordfence.com/vulnerability-advisories/#CVE-2022-2442"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-X5RH-6M69-MWG4

Vulnerability from github – Published: 2024-12-02 21:31 – Updated: 2024-12-11 18:30
VLAI
Details

JFinal CMS 5.1.0 is vulnerable to Command Execution via unauthorized execution of deserialization in the file ApiForm.java

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2024-53477"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2024-12-02T21:15:11Z",
    "severity": "CRITICAL"
  },
  "details": "JFinal CMS 5.1.0 is vulnerable to Command Execution via unauthorized execution of deserialization in the file ApiForm.java",
  "id": "GHSA-x5rh-6m69-mwg4",
  "modified": "2024-12-11T18:30:38Z",
  "published": "2024-12-02T21:31:20Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2024-53477"
    },
    {
      "type": "WEB",
      "url": "https://gist.github.com/kaoniniang2/c2deceea281fcd0aec5a8165183be3c1"
    },
    {
      "type": "WEB",
      "url": "https://github.com/jflyfox/jfinal_cms/releases/tag/v5.1.0"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-X5X7-57R8-GRMR

Vulnerability from github – Published: 2026-01-22 18:30 – Updated: 2026-01-28 18:30
VLAI
Details

Deserialization of Untrusted Data vulnerability in designthemes OneLife onelife allows Object Injection.This issue affects OneLife: from n/a through <= 3.9.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2025-69002"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2026-01-22T17:16:15Z",
    "severity": "HIGH"
  },
  "details": "Deserialization of Untrusted Data vulnerability in designthemes OneLife onelife allows Object Injection.This issue affects OneLife: from n/a through \u003c= 3.9.",
  "id": "GHSA-x5x7-57r8-grmr",
  "modified": "2026-01-28T18:30:45Z",
  "published": "2026-01-22T18:30:37Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2025-69002"
    },
    {
      "type": "WEB",
      "url": "https://patchstack.com/database/Wordpress/Theme/onelife/vulnerability/wordpress-onelife-theme-3-9-php-object-injection-vulnerability?_s_id=cve"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-X65C-CG4W-M3J6

Vulnerability from github – Published: 2023-01-03 00:30 – Updated: 2023-01-09 21:30
VLAI
Details

The Welcart e-Commerce WordPress plugin before 2.8.6 does not validate user input before using it in file_exist() functions via various AJAX actions available to any authenticated users, which could allow users with a role as low as subscriber to perform PHAR deserialisation when they can upload a file and a suitable gadget chain is present on the blog

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2022-4237"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2023-01-02T22:15:00Z",
    "severity": "HIGH"
  },
  "details": "The Welcart e-Commerce WordPress plugin before 2.8.6 does not validate user input before using it in file_exist() functions via various AJAX actions available to any authenticated users, which could allow users with a role as low as subscriber to perform PHAR deserialisation when they can upload a file and a suitable gadget chain is present on the blog",
  "id": "GHSA-x65c-cg4w-m3j6",
  "modified": "2023-01-09T21:30:22Z",
  "published": "2023-01-03T00:30:44Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2022-4237"
    },
    {
      "type": "WEB",
      "url": "https://wpscan.com/vulnerability/7a4b790c-49ae-46bc-9544-e188deae243f"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-X69R-8F37-6MWC

Vulnerability from github – Published: 2022-05-24 17:41 – Updated: 2022-05-24 17:41
VLAI
Details

NetMotion Mobility before 11.73 and 12.x before 12.02 allows unauthenticated remote attackers to execute arbitrary code as SYSTEM because of Java deserialization in RpcServlet.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2021-26913"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2021-02-08T22:15:00Z",
    "severity": "CRITICAL"
  },
  "details": "NetMotion Mobility before 11.73 and 12.x before 12.02 allows unauthenticated remote attackers to execute arbitrary code as SYSTEM because of Java deserialization in RpcServlet.",
  "id": "GHSA-x69r-8f37-6mwc",
  "modified": "2022-05-24T17:41:21Z",
  "published": "2022-05-24T17:41:21Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2021-26913"
    },
    {
      "type": "WEB",
      "url": "https://ssd-disclosure.com/?p=4676"
    },
    {
      "type": "WEB",
      "url": "https://ssd-disclosure.com/ssd-advisory-netmotion-mobility-server-multiple-deserialization-of-untrusted-data-lead-to-rce"
    },
    {
      "type": "WEB",
      "url": "https://www.netmotionsoftware.com/security-advisories/security-vulnerability-in-mobility-web-server-november-19-2020"
    }
  ],
  "schema_version": "1.4.0",
  "severity": []
}

GHSA-X6F4-R93C-87XG

Vulnerability from github – Published: 2023-02-15 21:30 – Updated: 2023-02-24 21:30
VLAI
Details

SolarWinds Platform was susceptible to the Deserialization of Untrusted Data. This vulnerability allows a remote adversary with Orion admin-level account access to SolarWinds Web Console to execute arbitrary commands.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2022-47507"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2023-02-15T19:15:00Z",
    "severity": "HIGH"
  },
  "details": "SolarWinds Platform was susceptible to the Deserialization of Untrusted Data. This vulnerability allows a remote adversary with Orion admin-level account access to SolarWinds Web Console to execute arbitrary commands.",
  "id": "GHSA-x6f4-r93c-87xg",
  "modified": "2023-02-24T21:30:20Z",
  "published": "2023-02-15T21:30:31Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2022-47507"
    },
    {
      "type": "WEB",
      "url": "https://documentation.solarwinds.com/en/success_center/orionplatform/content/release_notes/solarwinds_platform_2023-1_release_notes.htm"
    },
    {
      "type": "WEB",
      "url": "https://www.solarwinds.com/trust-center/security-advisories/CVE-2022-47507"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

GHSA-X6MP-6WVC-9F66

Vulnerability from github – Published: 2026-03-24 21:31 – Updated: 2026-03-24 21:31
VLAI
Details

NVIDIA APEX for Linux contains a vulnerability where an unauthorized attacker could cause a deserialization of untrusted data. This vulnerability affects environments that use PyTorch versions earlier than 2.6. A successful exploit of this vulnerability might lead to code execution, denial of service, escalation of privileges, data tampering, and information disclosure.

Show details on source website

{
  "affected": [],
  "aliases": [
    "CVE-2025-33244"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-502"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2026-03-24T21:16:24Z",
    "severity": "CRITICAL"
  },
  "details": "NVIDIA APEX for Linux contains a vulnerability where an unauthorized attacker could cause a deserialization of untrusted data. This vulnerability affects environments that use PyTorch versions earlier than 2.6. A successful exploit of this vulnerability might lead to code execution, denial of service, escalation of privileges, data tampering, and information disclosure.",
  "id": "GHSA-x6mp-6wvc-9f66",
  "modified": "2026-03-24T21:31:24Z",
  "published": "2026-03-24T21:31:24Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2025-33244"
    },
    {
      "type": "WEB",
      "url": "https://nvidia.custhelp.com/app/answers/detail/a_id/5782"
    },
    {
      "type": "WEB",
      "url": "https://www.cve.org/CVERecord?id=CVE-2025-33244"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:A/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ]
}

Mitigation
Architecture and Design Implementation

If available, use the signing/sealing features of the programming language to assure that deserialized data has not been tainted. For example, a hash-based message authentication code (HMAC) could be used to ensure that data has not been modified.

Mitigation
Implementation

When deserializing data, populate a new object rather than just deserializing. The result is that the data flows through safe input validation and that the functions are safe.

Mitigation
Implementation

Explicitly define a final object() to prevent deserialization.

Mitigation
Architecture and Design Implementation
  • Make fields transient to protect them from deserialization.
  • An attempt to serialize and then deserialize a class containing transient fields will result in NULLs where the transient data should be. This is an excellent way to prevent time, environment-based, or sensitive variables from being carried over and used improperly.
Mitigation
Implementation

Avoid having unnecessary types or gadgets (a sequence of instances and method invocations that can self-execute during the deserialization process, often found in libraries) available that can be leveraged for malicious ends. This limits the potential for unintended or unauthorized types and gadgets to be leveraged by the attacker. Add only acceptable classes to an allowlist. Note: new gadgets are constantly being discovered, so this alone is not a sufficient mitigation.

Mitigation
Architecture and Design Implementation

Employ cryptography of the data or code for protection. However, it's important to note that it would still be client-side security. This is risky because if the client is compromised then the security implemented on the client (the cryptography) can be bypassed.

Mitigation MIT-29
Operation

Strategy: Firewall

Use an application firewall that can detect attacks against this weakness. It can be beneficial in cases in which the code cannot be fixed (because it is controlled by a third party), as an emergency prevention measure while more comprehensive software assurance measures are applied, or to provide defense in depth [REF-1481].

CAPEC-586: Object Injection

An adversary attempts to exploit an application by injecting additional, malicious content during its processing of serialized objects. Developers leverage serialization in order to convert data or state into a static, binary format for saving to disk or transferring over a network. These objects are then deserialized when needed to recover the data/state. By injecting a malformed object into a vulnerable application, an adversary can potentially compromise the application by manipulating the deserialization process. This can result in a number of unwanted outcomes, including remote code execution.