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autogluon.multimodal vulnerable to unsafe YAML deserialization

High severity GitHub Reviewed Published Sep 21, 2022 in autogluon/autogluon • Updated Jan 7, 2023

Package

pip autogluon.multimodal (pip)

Affected versions

>= 0.4.0, < 0.4.3
>= 0.5.0, < 0.5.2

Patched versions

0.4.3
0.5.2

Description

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

References

@gradientsky gradientsky published to autogluon/autogluon Sep 21, 2022
Published to the GitHub Advisory Database Sep 21, 2022
Reviewed Sep 21, 2022
Last updated Jan 7, 2023

Severity

High

Weaknesses

CVE ID

No known CVE

GHSA ID

GHSA-6h2x-4gjf-jc5w

Source code

Credits

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