CVE-2026-24232
NVIDIA Transformers4Rec Improper Deserialization Vulnerability
Description
NVIDIA Tranformers4Rec contains a vulnerability where an attacker could cause improper deserialization of untrusted data. A successful exploit of this vulnerability might lead to code execution, data tampering, and information disclosure.
INFO
Published Date :
July 21, 2026, 5:17 p.m.
Last Modified :
July 21, 2026, 6:31 p.m.
Remotely Exploit :
No
Source :
[email protected]
Affected Products
The following products are affected by CVE-2026-24232
vulnerability.
Even if cvefeed.io is aware of the exact versions of the
products
that
are
affected, the information is not represented in the table below.
No affected product recoded yet
CVSS Scores
| Score | Version | Severity | Vector | Exploitability Score | Impact Score | Source |
|---|---|---|---|---|---|---|
| CVSS | 134c704f-9b21-4f2e-91b3-4a467353bcc0 | |||||
| CVSS 3.1 | MEDIUM | 9576f279-3576-44b5-a4af-b9a8644b2de6 | ||||
| CVSS 3.1 | MEDIUM | [email protected] |
Solution
- Update NVIDIA Transformers4Rec to the latest version.
- Avoid deserializing untrusted data.
- Implement input validation for deserialized data.
References to Advisories, Solutions, and Tools
Here, you will find a curated list of external links that provide in-depth
information, practical solutions, and valuable tools related to
CVE-2026-24232.
| URL | Resource |
|---|---|
| https://github.com/NVIDIA/product-security/tree/main/2026/5869 | |
| https://nvd.nist.gov/vuln/detail/CVE-2026-24232 | |
| https://www.cve.org/CVERecord?id=CVE-2026-24232 |
CWE - Common Weakness Enumeration
While CVE identifies
specific instances of vulnerabilities, CWE categorizes the common flaws or
weaknesses that can lead to vulnerabilities. CVE-2026-24232 is
associated with the following CWEs:
Common Attack Pattern Enumeration and Classification (CAPEC)
Common Attack Pattern Enumeration and Classification
(CAPEC)
stores attack patterns, which are descriptions of the common attributes and
approaches employed by adversaries to exploit the CVE-2026-24232
weaknesses.
We scan GitHub repositories to detect new proof-of-concept exploits. Following list is a collection of public exploits and proof-of-concepts, which have been published on GitHub (sorted by the most recently updated).
Results are limited to the first 15 repositories due to potential performance issues.
The following list is the news that have been mention
CVE-2026-24232 vulnerability anywhere in the article.
The following table lists the changes that have been made to the
CVE-2026-24232 vulnerability over time.
Vulnerability history details can be useful for understanding the evolution of a vulnerability, and for identifying the most recent changes that may impact the vulnerability's severity, exploitability, or other characteristics.
-
CVE Modified by 134c704f-9b21-4f2e-91b3-4a467353bcc0
Jul. 21, 2026
Action Type Old Value New Value Added SSVC {'id': 'CVE-2026-24232', 'role': 'CISA Coordinator', 'options': [{'exploitation': 'none'}, {'automatable': 'no'}, {'technicalImpact': 'partial'}], 'version': '2.0.3', 'timestamp': '2026-07-21T17:17:43.775430Z'} -
New CVE Received by [email protected]
Jul. 21, 2026
Action Type Old Value New Value Added Affected [{'vendor': 'NVIDIA', 'product': 'Tranformers4Rec', 'versions': [{'status': 'affected', 'version': '0 < 41b14d7'}], 'platforms': ['Linux'], 'defaultStatus': 'unaffected'}] Added Description NVIDIA Tranformers4Rec contains a vulnerability where an attacker could cause improper deserialization of untrusted data. A successful exploit of this vulnerability might lead to code execution, data tampering, and information disclosure. Added CVSS V3.1 AV:L/AC:L/PR:N/UI:N/S:C/C:N/I:N/A:L Added CWE CWE-502 Added Reference https://github.com/NVIDIA/product-security/tree/main/2026/5869 Added Reference https://nvd.nist.gov/vuln/detail/CVE-2026-24232 Added Reference https://www.cve.org/CVERecord?id=CVE-2026-24232