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CVE-2022-29193: Improper Input Validation

May 20, 2022 (updated May 26, 2022)

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of tf.raw_ops.TensorSummaryV2 does not fully validate the input arguments. This results in a CHECK-failure which can be used to trigger a denial of service attack. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

References

  • github.com/advisories/GHSA-2p9q-h29j-3f5v
  • github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/summary_tensor_op.cc
  • github.com/tensorflow/tensorflow/commit/290bb05c80c327ed74fae1d089f1001b1e2a4ef7
  • github.com/tensorflow/tensorflow/releases/tag/v2.6.4
  • github.com/tensorflow/tensorflow/releases/tag/v2.7.2
  • github.com/tensorflow/tensorflow/releases/tag/v2.8.1
  • github.com/tensorflow/tensorflow/releases/tag/v2.9.0
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-2p9q-h29j-3f5v
  • nvd.nist.gov/vuln/detail/CVE-2022-29193

Code Behaviors & Features

Detect and mitigate CVE-2022-29193 with GitLab Dependency Scanning

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Affected versions

Version 2.7.0, all versions before 2.6.4, all versions starting from 2.8.0 up to 2.9.0

Fixed versions

  • 2.6.4
  • 2.9.1

Solution

Upgrade to versions 2.6.4, 2.9.1 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

Source file

pypi/tensorflow/CVE-2022-29193.yml

Spotted a mistake? Edit the file on GitLab.

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