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  5. CVE-2020-15210

CVE-2020-15210: Segmentation fault in tensorflow-lite

September 25, 2020 (updated October 28, 2024)

If a TFLite saved model uses the same tensor as both input and output of an operator, then, depending on the operator, we can observe a segmentation fault or just memory corruption.

References

  • github.com/advisories/GHSA-x9j7-x98r-r4w2
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-290.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-325.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-133.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/094329d0dcb8290bed2b1ee420934971f422c86d
  • github.com/tensorflow/tensorflow/commit/1c8709b437fec10875b0cf271889afec9bbf582e
  • github.com/tensorflow/tensorflow/commit/8c2092e9f9ef78b3f9060f8bf5ce7a49d1ccdc8f
  • github.com/tensorflow/tensorflow/commit/d58c96946b2880991d63d1dacacb32f0a4dfa453
  • github.com/tensorflow/tensorflow/commit/f4159ccef23d11eb58ee4263beaaeac1be3343c7
  • github.com/tensorflow/tensorflow/commit/f50a14b00560a383865c2273e4a9094add3888d5
  • github.com/tensorflow/tensorflow/releases/tag/v2.3.1
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-x9j7-x98r-r4w2
  • nvd.nist.gov/vuln/detail/CVE-2020-15210

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 6.5 MEDIUM

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

Learn more about CVSS

Weakness

  • CWE-20: Improper Input Validation
  • CWE-787: Out-of-bounds Write

Source file

pypi/tensorflow-cpu/CVE-2020-15210.yml

Spotted a mistake? Edit the file on GitLab.

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