CVE-2026-65178Public exploitHinoki check available

Code execution via unfiltered dataset configuration parameters

Published Sep 22, 2026 · Updated Sep 22, 2026

Unsafe deserialization in NVIDIA NeMo Speech 2.9 and earlier allows local users to execute code via a crafted model_config.yaml. The hf_data_cfg mapping is passed unfiltered to datasets.load_dataset, so trust_remote_code can fetch and run arbitrary Python. Exploitation requires an attacker-controlled configuration to reach training-data setup, and the resulting code inherits the NeMo process's access.

CVSS severity7.8
High
EPSS probability0.39%
Next 30 days · Oct 19, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkAvailable
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Summary

What happened

Unsafe deserialization in NVIDIA NeMo Speech 2.9 and earlier allows local users to execute code via a crafted model_config.yaml. The hf_data_cfg mapping is passed unfiltered to datasets.load_dataset, so trust_remote_code can fetch and run arbitrary Python. Exploitation requires an attacker-controlled configuration to reach training-data setup, and the resulting code inherits the NeMo process's access.

The record

CVE
CVE-2026-65178
Published
Sep 22, 2026
Updated
Sep 22, 2026
Vendor
NVIDIA
Product
NVIDIA NeMo Speech
Classifications
CWE-502, T1059.006
Attack vector
local
Privileges
authenticated

Timeline

How it unfolded

  1. Sep 22, 2026CVE publishedPublication date reported by the CVE source.
  2. Sep 22, 2026Record updatedLatest update available in the CVE record.

Exploitability

Present is not the same as exploitable

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Is a vulnerable build present?

Compare these published version ranges with your installed build and any vendor patches.

  1. Affected versionversion=0.0 to 2.9

What conditions does exploitation require?

Attack vectorlocal
Required privilegesauthenticated

What is affected?

NVIDIA · NVIDIA NeMo Speechversion=0.0 to 2.9

Published CVSS scores

7.8NVIDIACVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H

CVSS describes severity. EPSS estimates exploitation probability.

Attacks

What attackers are doing with it

Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.

Activity data is delayed. The latest report is Sep 28, 2026.

Daily unique IPsNo honeypot observations are available for this CVE in the selected window.

No observations available

Sep 22, 2026Sep 28, 2026
Latest reporting daySep 28, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectorlocal
Privilegesauthenticated
Known exploitationUnconfirmed
Public exploitPublished

Weakness, pattern, technique

CWE-502Deserialization of Untrusted Data
T1059.006Python

Public exploit references

Labels summarize the accepted research assessment. They do not indicate a test against your environment.

Technologies

Your stack

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Your stack

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