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CVE-2022-36018: TensorFlow vulnerable to `CHECK` fail in `RaggedTensorToVariant`

September 16, 2022

TensorFlow is an open source platform for machine learning. If RaggedTensorToVariant is given a rt_nested_splits list that contains tensors of ranks other than one, it results in a CHECK fail that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 88f93dfe691563baa4ae1e80ccde2d5c7a143821. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.

References

  • github.com/advisories/GHSA-m6cv-4fmf-66xf
  • github.com/tensorflow/tensorflow/commit/88f93dfe691563baa4ae1e80ccde2d5c7a143821
  • github.com/tensorflow/tensorflow/releases/tag/v2.10.0
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-m6cv-4fmf-66xf

Code Behaviors & Features

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Affected versions

All versions before 2.7.2, all versions starting from 2.8.0 before 2.8.1, all versions starting from 2.9.0 before 2.9.1

Fixed versions

  • 2.7.2
  • 2.8.1
  • 2.9.1

Solution

Upgrade to versions 2.7.2, 2.8.1, 2.9.1 or above.

Impact 7.5 HIGH

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H

Learn more about CVSS

Source file

pypi/tensorflow-cpu/CVE-2022-36018.yml

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