AI and data stack advisories

Severe, 6 weeks1496Projects326

1496 severe, 6 weeks · 326 projects

TensorFlowGHSA-fx5c-h9f6-rv7c

`CHECK`-fails due to attempting to build a reference tensor

TensorFlow

CVE-2022-23588 · Published Feb 9, 2022 · updated Jul 13, 2026

Medium6.5
Fix: upgrade to 2.5.3 or later (3 fixed versions below)
GitHub advisory

Impact

A malicious user can cause a denial of service by altering a SavedModel such that [Grappler optimizer would attempt to build a tensor using a reference dtype](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1328-L1402). This would result in a crash due to a CHECK-fail [in the Tensor constructor](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/tensor.cc#L733-L781) as reference types are not allowed.

Patches

We have patched the issue in GitHub commit [6b5adc0877de832b2a7c189532dbbbc64622eeb6](https://github.com/tensorflow/tensorflow/commit/6b5adc0877de832b2a7c189532dbbbc64622eeb6).

The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

For more information

Please consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.

Affected versions

PackageAffectedFixed in
tensorflow
PyPI
< 2.5.32.5.3
>= 2.6.0, < 2.6.32.6.3
>= 2.7.0, < 2.7.12.7.1
Details and references

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