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PatchSiren cyber security CVE debrief

CVE-2026-108943 ModelTC CVE debrief

A weakness in ModelTC LightX2V's Tokenizer component, specifically in the `cosmos3_runner.py` file, allows for code injection through the `AutoTokenizer.from_pretrained` function. This issue, affecting versions up to 0.5.0, is exploitable locally and has been made public, potentially leading to attacks. The project has been informed but has not yet responded.

Vendor
ModelTC
Product
LightX2V
CVSS
MEDIUM 4.8
CISA KEV
Not listed in stored evidence
Original CVE published
2026-10-13
Original CVE updated
2026-10-15
Advisory published
2026-10-13
Advisory updated
2026-10-15

Who should care

Defenders responsible for ModelTC LightX2V systems, especially those with local access to these systems, should assess their exposure and prioritize remediation or compensating controls. This includes IT administrators, cybersecurity teams, and developers working with ModelTC LightX2V.

Why it matters

CVE-2026-108943 is a code injection vulnerability in ModelTC LightX2V's Tokenizer component. Local exploitation is possible with a publicly available exploit. Defenders should verify affected versions in their inventory, assess local access risks, and plan remediation or compensating controls.

  • Local code execution could lead to unauthorized access or data manipulation.
  • Public availability of the exploit increases the risk of attacks.
  • Successful exploitation could compromise the integrity of affected systems.
  • Verification of system inventory and exposure is necessary for defensive prioritization.

Technical summary

The `AutoTokenizer.from_pretrained` function in `cosmos3_runner.py` of ModelTC LightX2V's Tokenizer component is vulnerable to code injection. This is due to improper handling of the `auto_map` argument, allowing an attacker to inject malicious code. The vulnerability affects ModelTC LightX2V versions up to 0.5.0 and is exploitable locally. Defenders should verify affected versions in their inventory, assess local access risks, and plan remediation or compensating controls. The project has been informed but has not yet responded.

Defensive priority

Defenders should prioritize verifying the affected versions of ModelTC LightX2V in their inventory and assessing the potential for local exploitation. Remediation efforts should focus on updating to a fixed version once available or implementing compensating controls to limit local access to the affected systems.

Recommended defensive actions

  • Verify the inventory of ModelTC LightX2V systems to identify potentially affected versions (up to 0.5.0).
  • Assess the local access and exploitation risk for these systems.
  • Implement compensating controls to limit local access to affected systems until a patch is released.
  • Monitor for public exploit usage and adjust defensive priorities accordingly.
  • Review relevant monitoring, detection, and logs for exposed assets that need extra review.
  • Track exceptions, retest remediated assets, and close the item only after evidence is documented.
  • Confirm whether affected product deployments exist in managed environments and assign an owner for follow-up.

Evidence notes

The CVE record and source item provide details on the vulnerability in ModelTC LightX2V's Tokenizer component. The issue is caused by the `AutoTokenizer.from_pretrained` function's susceptibility to code injection via the `auto_map` argument. The exploit is publicly available and limited to local execution.

Sources and references

Verified primary and authoritative sources

  • CVE-2026-108943 CVE Program record

    Publisher, destination, and source semantics verified

    URL: https://www.cve.org/CVERecord?id=CVE-2026-108943

    CVE Program - Official CVE Program record with source-provided CVE metadata.

  • CVE-2026-108943 NVD vulnerability detail

    Publisher, destination, and source semantics verified

    URL: https://nvd.nist.gov/vuln/detail/CVE-2026-108943

    NIST National Vulnerability Database - Official NIST NVD detail page and source-specific vulnerability assessment.

Supplemental references

  • ModelTC LightX2V Tokenizer cosmos3_runner.py AutoTokenizer.from_pretrained code injection

    Unverified legacy reference

    URL: https://raw.githubusercontent.com/CVEProject/cvelistV5/main/cves/2026/108xxx/CVE-2026-108943.json

    cve_program_cvelist_v5

  • Source reference

    Unverified legacy reference

    URL: https://vuldb.com/vuln/416768

    Supplemental source - vdb-entry, technical-description

  • Source reference

    Unverified legacy reference

    URL: https://vuldb.com/vuln/416768/cti

    Supplemental source - signature, permissions-required

  • Source reference

    Unverified legacy reference

    URL: https://vuldb.com/cve/CVE-2026-108943

    Supplemental source - third-party-advisory

  • Source reference

    Unverified legacy reference

    URL: https://vuldb.com/submit/997679

    Supplemental source - third-party-advisory

  • Source reference

    Unverified legacy reference

    URL: https://github.com/ModelTC/LightX2V/issues/1559

    Supplemental source - exploit, issue-tracking

  • Source reference

    Unverified legacy reference

    URL: https://github.com/ModelTC/LightX2V/

    Supplemental source - product

Methodology and review provenance

AI-assisted synthesis based on stored public vulnerability evidence. System validation, approval state, and publication status do not by themselves establish human review of this revision. PatchSiren helps prioritize defensive review and does not prove exposure or remediation on any system.