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Segmentation fault in tfg-translate

Moderate
pak-laura published GHSA-j5w9-hmfh-4cr6 Mar 24, 2023

Package

pip tensorflow, tensorflow-cpu (pip)

Affected versions

< 2.12.0

Patched versions

2.11.1, 2.12.0

Description

Impact

Out-of-bounds access due to mismatched integer type sizes in ValueMap::Manager::GetValueOrCreatePlaceholder. Bug with tfg-translate call to InitMlir. The problem happens with generic functions, as it is already handled for non-generic functions. This is because they, unlike non-generic functions, are using the "old importer". A better long-term solution may be to have the "new importer" handle generic functions.

Patches

We have patched the issue in GitHub

The fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1

For more information

Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.

Attribution

This vulnerability has been reported by r3pwnx

Affiliation

360 AIVul

Severity

Moderate

CVE ID

CVE-2023-25671

Weaknesses

No CWEs