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  5. CVE-2022-41907

CVE-2022-41907: Incorrect Calculation of Buffer Size

November 21, 2022

TensorFlow is an open source platform for machine learning. When tf.raw_ops.ResizeNearestNeighborGrad is given a large size input, it overflows. We have patched the issue in GitHub commit 00c821af032ba9e5f5fa3fe14690c8d28a657624. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

References

  • github.com/advisories/GHSA-368v-7v32-52fx
  • github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/resize_nearest_neighbor_op.cc
  • github.com/tensorflow/tensorflow/commit/00c821af032ba9e5f5fa3fe14690c8d28a657624
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-368v-7v32-52fx
  • nvd.nist.gov/vuln/detail/CVE-2022-41907

Code Behaviors & Features

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Affected versions

All versions before 2.8.4, all versions starting from 2.9.0 before 2.9.3, all versions starting from 2.10.0 before 2.10.1

Fixed versions

  • 2.8.4
  • 2.9.3
  • 2.10.1

Solution

Upgrade to versions 2.8.4, 2.9.3, 2.10.1 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

Weakness

  • CWE-131: Incorrect Calculation of Buffer Size

Source file

pypi/tensorflow-cpu/CVE-2022-41907.yml

Spotted a mistake? Edit the file on GitLab.

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