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TI-2026-71524 Aliases CVE-2026-108957

Code injection in TinyLLaVA_Factory TinyLlavaConfig

Priority MEDIUM 57CWE-74Published · Updated

Key facts

Attack vector
Network
Privileges required
None
User interaction
Passive
Attack complexity
Low
Attack requirements
None
Impact type
Code execution
Confidentiality · integrity · availability
Low · Low · Low
Fix status
No fix listed

Attack profile from CVSS 4.0 · CNA. Fix status from CNA. Impact type from CWE-94.

Summary

TinyLLaVA TinyLLaVA_Factory up to commit 1abc6ac is affected. In the _load_text_config function of TinyLlavaConfig, manipulating the llm_model_name_or_path argument leads to code injection (CWE-94). A remote attacker without privileges can exploit it, though user interaction is involved. A public exploit has been released and is linked in the references.

Written with Claude Haiku 5.5 from the sources below · 2026-10-27

Description from the CNA

A security flaw has been discovered in TinyLLaVA TinyLLaVA_Factory up to 1abc6ac5e76a68d0fd087a071b56da968e69ca9b. The impacted element is the function _load_text_config of the file tinyllava/model/configuration_tinyllava.py of the component TinyLlavaConfig. Performing a manipulation of the argument llm_model_name_or_path results in code injection. Remote exploitation of the attack is possible. The exploit has been released to the public and may be used for attacks. This product follows a rolling release approach for continuous delivery, so version details for affected or updated releases are not provided. The project was informed of the problem early through an issue report but has not responded yet.

Why it matters now

Exploitation Proof of concept CISA SSVC · not in CISA KEV
EPSS 0.00297 22nd percentileScored 2026-11-07
Public exploit Yes 1 exploit referenceTagged by the CNA
Fix No fix listed No fixed version in the sources yet

SSVC decision points

CISA ADP · SSVC 2.0.3

Exploitation
Poc
Automatable
No
Technical impact
Partial

The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.

Affected products

VendorProductAffected versionsFixed inStatusSource
TinyLLaVATinyLLaVA_Factory1abc6ac—No fix listedCNA
  • TinyLLaVA_Factory VendorTinyLLaVA Affected 1abc6ac Fixed in — No fix listed CNA

CPE names CNA · 1

CPEVersionsRoleVendor
cpe:2.3:a:tinyllava:tinyllava_factory:*:*:*:*:*:*:*:*——TinyLLaVA
  • cpe:2.3:a:tinyllava:tinyllava_factory:*:*:*:*:*:*:*:* Versions — — ·TinyLLaVA

Remediation

The sources list no fixed version for TinyLLaVA_Factory.

Written with Claude Haiku 5.5 from the sources below · 2026-10-27

Timeline

  1. 2026-10-13 Threatist record created from CVE-2026-108957
  2. 2026-10-16 CISA SSVC decision points changed
  3. 2026-10-16 Priority changed: LOW → MEDIUM

References

Sources

This product uses the NVD API but is not endorsed or certified by the NVD. Sources and licences