CVE-2026-79784Public exploitNetwork attack vector

Arbitrary code execution via unrestricted class path

Published Aug 25, 2026 · Updated Aug 26, 2026

Code injection in Gemelo AI Vocos 0.1.0 and earlier allows remote attackers to execute arbitrary code through a malicious model repository. instantiate_class in vocos/pretrained.py imports the configuration's unrestricted class_path, resolves it with getattr, and invokes the callable with attacker-supplied init_args. Execution requires an application user to load an attacker-controlled configuration or select a model repository the attacker controls.

CVSS severity8.6
High
EPSS probability0.32%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Code injection in Gemelo AI Vocos 0.1.0 and earlier allows remote attackers to execute arbitrary code through a malicious model repository. instantiate_class in vocos/pretrained.py imports the configuration's unrestricted class_path, resolves it with getattr, and invokes the callable with attacker-supplied init_args. Execution requires an application user to load an attacker-controlled configuration or select a model repository the attacker controls.

The record

CVE
CVE-2026-79784
Published
Aug 25, 2026
Updated
Aug 26, 2026
Vendor
Gemelo AI
Product
Vocos
Classifications
CWE-470, T1204.002
Attack vector
network
Privileges
unauthenticated

Timeline

How it unfolded

  1. Aug 25, 2026CVE publishedPublication date reported by the CVE source.
  2. Aug 26, 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 <=0.1.0

What conditions does exploitation require?

Attack vectornetwork
Required privilegesunauthenticated

What is affected?

Gemelo AI · Vocosversion=0 <=0.1.0

Published CVSS scores

8.8VulnCheckCVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
8.6VulnCheckCVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

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.

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

No observations available

Sep 10, 2026Sep 16, 2026
Latest reporting daySep 16, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectornetwork
Privilegesunauthenticated
Known exploitationUnconfirmed
Public exploitPublished

Weakness, pattern, technique

CWE-470Use of Externally-Controlled Input to Select Classes or Code ('Unsafe Reflection')
T1204.002User Execution Malicious File

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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