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TI-2022-26650 Aliases GHSA-6h2x-4gjf-jc5w

autogluon.multimodal vulnerable to unsafe YAML deserialization

Priority LOW 38CWE-502Published · Updated

Key facts

Attack vector
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Privileges required
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User interaction
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Attack complexity
—
Impact type
Code execution
Confidentiality · integrity · availability
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Fix status
Fixed

No CVSS vector from any source. Fix status from GitHub. Impact type from CWE-502.

Summary

### Impact A potential unsafe deserialization issue exists within the `autogluon.multimodal` module, where YAML files are loaded via `yaml.load()` instead of `yaml.safe_load()`. The deserialization of untrusted data may allow an unprivileged third party to cause remote code execution, denial of service, and impact to both confidentiality and integrity. Impacted versions: `>=0.4.0;<0.4.3`, `>=0.5.0;<0.5.2`. ### Patches The patches are included in `autogluon.multimodal==0.4.3`, `autogluon.multimodal==0.5.2` and Deep Learning Containers `0.4.3` and `0.5.2`. ### Workarounds Do not load data which originated from an untrusted source, or that could have been tampered with. **Only load data you trust.** ### References * https://cwe.mitre.org/data/definitions/502.html * https://www.cvedetails.com/cve/CVE-2017-18342/

Why it matters now

Fix Fixed autogluon.multimodal (PyPI): 0.4.3, 0.5.2

SSVC decision points

Not available: CISA has not published SSVC decision points for this record.

Affected products

VendorProductAffected versionsFixed inStatusSource
—autogluon.multimodal (PyPI)0.4.0 to before 0.4.30.4.3Patch availableGHSA-6h2x-4gjf-jc5w
—autogluon.multimodal (PyPI)0.5.0 to before 0.5.20.5.2Patch availableGHSA-6h2x-4gjf-jc5w
  • autogluon.multimodal (PyPI) Vendor— Affected 0.4.0 to before 0.4.3 Fixed in 0.4.3 Patch available GHSA-6h2x-4gjf-jc5w
  • autogluon.multimodal (PyPI) Vendor— Affected 0.5.0 to before 0.5.2 Fixed in 0.5.2 Patch available GHSA-6h2x-4gjf-jc5w

Remediation

  • Fix · GHSA-6h2x-4gjf-jc5w autogluon.multimodal (PyPI) Fixed in 0.4.3 Advisory →
  • Fix · GHSA-6h2x-4gjf-jc5w autogluon.multimodal (PyPI) Fixed in 0.5.2 Advisory →

Timeline

  1. 2026-10-03 Threatist record created from GHSA-6h2x-4gjf-jc5w

References

Sources

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