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CVE-2021-37648: Incorrect validation of `SaveV2` inputs

August 25, 2021 (updated November 13, 2024)

The code for tf.raw_ops.SaveV2 does not properly validate the inputs and an attacker can trigger a null pointer dereference:

import tensorflow as tf

tf.raw_ops.SaveV2(
prefix=['tensorflow'],
tensor_name=['v'],
shape_and_slices=[],
tensors=[1,2,3])

References

  • github.com/advisories/GHSA-wp77-4gmm-7cq8
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-561.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-759.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-270.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/9728c60e136912a12d99ca56e106b7cce7af5986
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-wp77-4gmm-7cq8
  • nvd.nist.gov/vuln/detail/CVE-2021-37648

Code Behaviors & Features

Detect and mitigate CVE-2021-37648 with GitLab Dependency Scanning

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Affected versions

All versions before 2.3.4, all versions starting from 2.4.0 before 2.4.3, all versions starting from 2.5.0 before 2.5.1, version 2.5.0

Fixed versions

  • 2.3.4
  • 2.4.3
  • 2.5.1

Solution

Upgrade to versions 2.3.4, 2.4.3, 2.5.1 or above.

Impact 7.8 HIGH

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

Learn more about CVSS

Weakness

  • CWE-476: NULL Pointer Dereference

Source file

pypi/tensorflow-cpu/CVE-2021-37648.yml

Spotted a mistake? Edit the file on GitLab.

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