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  5. CVE-2020-15190

CVE-2020-15190: Segfault in Tensorflow

September 25, 2020 (updated October 28, 2024)

The tf.raw_ops.Switch operation takes as input a tensor and a boolean and outputs two tensors. Depending on the boolean value, one of the tensors is exactly the input tensor whereas the other one should be an empty tensor.

References

  • github.com/advisories/GHSA-4g9f-63rx-5cw4
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-270.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-305.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-113.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/da8558533d925694483d2c136a9220d6d49d843c
  • github.com/tensorflow/tensorflow/releases/tag/v2.3.1
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-4g9f-63rx-5cw4
  • nvd.nist.gov/vuln/detail/CVE-2020-15190

Code Behaviors & Features

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Affected versions

All versions before 1.15.4, all versions starting from 2.0.0 before 2.0.3, all versions starting from 2.1.0 before 2.1.2, all versions starting from 2.2.0 before 2.2.1, version 2.2.0, all versions starting from 2.3.0 before 2.3.1, version 2.3.0

Fixed versions

  • 1.15.4
  • 2.0.3
  • 2.1.2
  • 2.2.1
  • 2.3.1

Solution

Upgrade to versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, 2.3.1 or above.

Impact 5.3 MEDIUM

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

Learn more about CVSS

Weakness

  • CWE-20: Improper Input Validation
  • CWE-476: NULL Pointer Dereference

Source file

pypi/tensorflow-gpu/CVE-2020-15190.yml

Spotted a mistake? Edit the file on GitLab.

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