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  5. CVE-2021-29539

CVE-2021-29539: Segfault in tf.raw_ops.ImmutableConst

May 21, 2021 (updated October 30, 2024)

Calling tf.raw_ops.ImmutableConst with a dtype of tf.resource or tf.variant results in a segfault in the implementation as code assumes that the tensor contents are pure scalars.

>>> import tensorflow as tf
>>> tf.raw_ops.ImmutableConst(dtype=tf.resource, shape=[], memory_region_name="/tmp/test.txt")
...
Segmentation fault

References

  • github.com/advisories/GHSA-g4h2-gqm3-c9wq
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-467.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-665.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-176.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/4f663d4b8f0bec1b48da6fa091a7d29609980fa4
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-g4h2-gqm3-c9wq
  • nvd.nist.gov/vuln/detail/CVE-2021-29539

Code Behaviors & Features

Detect and mitigate CVE-2021-29539 with GitLab Dependency Scanning

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Affected versions

All versions before 2.1.4, all versions starting from 2.2.0 before 2.2.3, all versions starting from 2.3.0 before 2.3.3, all versions starting from 2.4.0 before 2.4.2

Fixed versions

  • 2.1.4
  • 2.2.3
  • 2.3.3
  • 2.4.2

Solution

Upgrade to versions 2.1.4, 2.2.3, 2.3.3, 2.4.2 or above.

Impact 5.5 MEDIUM

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

Learn more about CVSS

Weakness

  • CWE-681: Incorrect Conversion between Numeric Types

Source file

pypi/tensorflow-cpu/CVE-2021-29539.yml

Spotted a mistake? Edit the file on GitLab.

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