CVE-2026-24186

Deserialization of Untrusted Data in NVIDIA FLARE SDK FOBS Leading to Code Execution

Published Apr 28, 2026 CVSS 3.1 · 8.8 High EPSS < 1% KEV · Not listed
Description
NVIDIA FLARE SDK contains a vulnerability in FOBS, where an attacker may cause deserialization of untrusted data by sending a malicious FOBS- encoded message. A successful exploit of this vulnerability might lead to code execution.

Analysis

AI-generated

Technical impact

NVIDIA FLARE SDK contains a flaw in the FOBS component that allows an attacker to send a maliciously crafted FOBS-encoded message. The SDK will deserialize the data without proper validation, which can trigger arbitrary code execution. The vulnerability is a classic case of Deserialization of Untrusted Data (CWE-502), and a successful exploit could compromise the confidentiality, integrity, and availability of the affected system.

Affected Systems

All installations of NVIDIA FLARE SDK are potentially affected. The exact version numbers that contain the flaw are not specified, so every deployed instance should be considered at risk until a vendor patch is released.

Risk and Exploitability

The CVSS score of 8.8 indicates a high severity. No EPSS score is available, and the vulnerability is not listed in the CISA KEV catalog. Although the input does not state the attack vector, the description of a message that can be sent suggests that the exploit can be performed remotely over a network connection to a system running FLARE SDK. Given the risk rating and the lack of an official patch at this time, the potential for exploitation remains significant.

Remediation

No solution or workaround provided in the CVE record.

OpenCVE Recommended Actions

  • Apply the latest vendor patch or update as soon as it becomes available.
  • If a patch cannot be applied immediately, limit or disable the FOBS message handling functionality to prevent untrusted data from being processed.
  • Monitor network traffic for unexpected or malformed FOBS messages and log any anomalies for further investigation.
  • Implement input validation or switch to a safer deserialization library to mitigate the CWE-502 weakness.

Generated by OpenCVE AI on April 28, 2026 at 23:11 UTC.

Tracking

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Advisories

No advisories available
History
Type Values Removed Values Added
First Time appeared Apple
Apple macos
Linux
Linux linux Kernel
Nvidia nvflare
CPEs cpe:2.3:a:nvidia:nvflare:*:*:*:*:*:*:*:*
cpe:2.3:o:apple:macos:-:*:*:*:*:*:*:*
cpe:2.3:o:linux:linux_kernel:-:*:*:*:*:*:*:*
Vendors & Products Apple
Apple macos
Linux
Linux linux Kernel
Nvidia nvflare
Type Values Removed Values Added
Metrics ssvc

{'options': {'Automatable': 'no', 'Exploitation': 'none', 'Technical Impact': 'total'}, 'version': '2.0.3'}

Type Values Removed Values Added
First Time appeared Nvidia
Nvidia flare Sdk
Vendors & Products Nvidia
Nvidia flare Sdk
Type Values Removed Values Added
Title Deserialization of Untrusted Data in NVIDIA FLARE SDK FOBS Leading to Code Execution
Type Values Removed Values Added
Description NVIDIA FLARE SDK contains a vulnerability in FOBS, where an attacker may cause deserialization of untrusted data by sending a malicious FOBS- encoded message. A successful exploit of this vulnerability might lead to code execution.
Weaknesses CWE-502
References
Metrics cvssV3_1

{'score': 8.8, 'vector': 'CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H'}

Weaknesses
  • CWE-502

    Deserialization of Untrusted Data

Sources

Status
PUBLISHED
Assigner
nvidia
Published
Updated
Apr 29, 2026, 3:11 PM
Reserved
Jan 21, 2026, 7:09 PM
Status
Analyzed
Published
Apr 28, 2026, 7:36 PM
Modified
Oct 26, 2026, 8:10 PM