CVE-2026-24232: CWE-502 Deserialization of Untrusted Data in NVIDIA Tranformers4Rec
CVE-2026-24232 is a deserialization of untrusted data vulnerability in NVIDIA Transformers4Rec that allows remote attackers to execute arbitrary code. Exploitation requires user interaction, such as visiting a malicious page or opening a malicious file. The vulnerability has a CVSS 3.1 base score of 4.3, indicating a high severity level primarily due to availability impact. No patch or official remediation guidance is currently available from the vendor. There are no known exploits in the wild at this time.
AI Analysis
Technical Summary
This vulnerability (CWE-502) in NVIDIA Transformers4Rec involves unsafe deserialization of untrusted data, which can lead to remote code execution if a user interacts with malicious content. The CVSS 3.1 vector (AV:L/AC:L/PR:N/UI:N/S:C/C:N/I:N/A:L) reflects that the attack requires local access and user interaction, has low attack complexity, no privileges required, no confidentiality or integrity impact, but causes availability impact with scope changed. No affected versions or patch information are provided, and no known exploits have been reported.
Potential Impact
Successful exploitation can result in arbitrary code execution on affected systems, potentially causing denial of service or disruption of availability. Confidentiality and integrity are not impacted according to the CVSS vector. The requirement for user interaction and local attack vector limits the ease of exploitation.
Mitigation Recommendations
Patch status is not yet confirmed — check the vendor advisory for current remediation guidance. Until a fix is released, users should exercise caution when opening files or visiting pages related to Transformers4Rec. Monitor official NVIDIA channels for updates.
CVE-2026-24232: CWE-502 Deserialization of Untrusted Data in NVIDIA Tranformers4Rec
Description
CVE-2026-24232 is a deserialization of untrusted data vulnerability in NVIDIA Transformers4Rec that allows remote attackers to execute arbitrary code. Exploitation requires user interaction, such as visiting a malicious page or opening a malicious file. The vulnerability has a CVSS 3.1 base score of 4.3, indicating a high severity level primarily due to availability impact. No patch or official remediation guidance is currently available from the vendor. There are no known exploits in the wild at this time.
CVSS v3.1
Score 4.3medium
Weaknesses
AI-Powered Analysis
Machine-generated threat intelligence
Technical Analysis
This vulnerability (CWE-502) in NVIDIA Transformers4Rec involves unsafe deserialization of untrusted data, which can lead to remote code execution if a user interacts with malicious content. The CVSS 3.1 vector (AV:L/AC:L/PR:N/UI:N/S:C/C:N/I:N/A:L) reflects that the attack requires local access and user interaction, has low attack complexity, no privileges required, no confidentiality or integrity impact, but causes availability impact with scope changed. No affected versions or patch information are provided, and no known exploits have been reported.
Potential Impact
Successful exploitation can result in arbitrary code execution on affected systems, potentially causing denial of service or disruption of availability. Confidentiality and integrity are not impacted according to the CVSS vector. The requirement for user interaction and local attack vector limits the ease of exploitation.
Mitigation Recommendations
Patch status is not yet confirmed — check the vendor advisory for current remediation guidance. Until a fix is released, users should exercise caution when opening files or visiting pages related to Transformers4Rec. Monitor official NVIDIA channels for updates.
Technical Details
- Data Version
- 5.2
- Assigner Short Name
- nvidia
- Date Reserved
- 2026-01-21T19:09:37.972Z
- Cvss Version
- 3.1
- State
- PUBLISHED
- Remediation Level
- null
Threat ID: 6a5fa1722a4a8d59896d3420
Added to database: 07/21/2026, 16:42:26 UTC
Last enriched: 08/13/2026, 20:48:41 UTC
Last updated: 09/02/2026, 22:52:10 UTC
Views: 73
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