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NVIDIA NeMo Speech CVE-2026-24239

| EUVDEUVD-2026-84403 HIGH
Deserialization of Untrusted Data (CWE-502)
2026-09-22 nvidia GHSA-gpx2-vwq6-g33m
7.8
CVSS 3.1 · Vendor: nvidia
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Severity by source

Vendor (nvidia) PRIMARY
7.8 HIGH
AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
vuln.today AI
7.8 HIGH

Local unsafe deserialization requires the victim to load attacker data (AV:L/UI:R), needs no attacker auth (PR:N), and yields full code execution (C:H/I:H/A:H) in the user's context (S:U).

3.1 AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
4.0 AV:L/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

Primary rating from Vendor (nvidia).

CVSS VectorVendor: nvidia

Attack Vector
Local
Attack Complexity
Low
Privileges Required
None
User Interaction
Required
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
High

Lifecycle Timeline

3
Metadata Corrected
Sep 22, 2026 - 15:40 vuln.today
tag: Python added
Analysis Generated
Sep 22, 2026 - 15:16 vuln.today
CVE Published
Sep 22, 2026 - 14:03 cve.org
HIGH 7.8

DescriptionCVE.org

NVIDIA NeMo Speech for all platforms contains a vulnerability where malicious data created by an attacker could cause remote code execution. A successful exploit of this vulnerability might lead to code execution, information disclosure, and data tampering.

AnalysisAI

Code execution, information disclosure, and data tampering are possible in NVIDIA NeMo Speech versions 0.0 through 2.9 due to unsafe deserialization of untrusted data. Exploitation requires the victim to load attacker-crafted serialized data (dataset, manifest, or model checkpoint) on their own machine, making this a local, user-interaction-dependent flaw (AV:L/UI:R) that runs with the victim's privileges. …

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Attack ChainAIDerived

Hypothetical attack flow derived from CVE metadata

Access
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Delivery
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Exploit
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Execution
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Persist
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Impact
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Vulnerability AssessmentAI

Exploitation Exploitation requires the victim to load attacker-crafted NeMo Speech data (a serialized dataset, manifest, or model checkpoint) into the toolkit on their own machine - this is the CWE-502 deserialization trigger and the UI:R user-interaction requirement. … Additional conditions and limiting factors are described in the full assessment.
Risk Assessment This is a genuine but access-limited flaw. … Full risk analysis with EPSS, KEV, and SSVC signal comparison available after sign-in.
Exploit Scenario Full exploit scenario with step-by-step reproduction available after sign-in.
Remediation No vendor-released patch has been identified at time of analysis; monitor the NVIDIA product security advisory (https://github.com/NVIDIA/product-security/tree/main/2026/5885) for updates. … Detailed patch versions, workarounds, and compensating controls in full report.

Recommended ActionAI

Within 24 hours, inventory all deployments of NVIDIA NeMo Speech versions 0.0 through 2.9 and instruct users to stop loading untrusted datasets, manifests, or model checkpoints; isolate any necessary processing in a sandboxed VM, container, or low-privilege account without access to sensitive data or production credentials. …

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Threat intelligence, references, and detailed analysis are available after sign-in.

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CVE-2026-24239 vulnerability details – vuln.today

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