Advisory Database
  • Advisories
  • Dependency Scanning
  1. pypi
  2. ›
  3. tensorflow-gpu
  4. ›
  5. CVE-2021-37682

CVE-2021-37682: Use of unitialized value in TFLite

August 25, 2021 (updated November 13, 2024)

All TFLite operations that use quantization can be made to use unitialized values. For example:

const auto* affine_quantization =
reinterpret_cast<TfLiteAffineQuantization*>(
filter->quantization.params);

The issue stems from the fact that quantization.params is only valid if quantization.type is different that kTfLiteNoQuantization. However, these checks are missing in large parts of the code.

References

  • github.com/advisories/GHSA-4c4g-crqm-xrxw
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-595.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-793.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-304.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/lite/kernels/depthwise_conv.cc
  • github.com/tensorflow/tensorflow/commit/4a91f2069f7145aab6ba2d8cfe41be8a110c18a5
  • github.com/tensorflow/tensorflow/commit/537bc7c723439b9194a358f64d871dd326c18887
  • github.com/tensorflow/tensorflow/commit/8933b8a21280696ab119b63263babdb54c298538
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-4c4g-crqm-xrxw
  • nvd.nist.gov/vuln/detail/CVE-2021-37682

Code Behaviors & Features

Detect and mitigate CVE-2021-37682 with GitLab Dependency Scanning

Secure your software supply chain by verifying that all open source dependencies used in your projects contain no disclosed vulnerabilities. Learn more about Dependency Scanning →

Affected versions

All versions before 2.3.4, all versions starting from 2.4.0 before 2.4.3, all versions starting from 2.5.0 before 2.5.1, version 2.5.0

Fixed versions

  • 2.3.4
  • 2.4.3
  • 2.5.1

Solution

Upgrade to versions 2.3.4, 2.4.3, 2.5.1 or above.

Impact 7.1 HIGH

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

Learn more about CVSS

Weakness

  • CWE-908: Use of Uninitialized Resource

Source file

pypi/tensorflow-gpu/CVE-2021-37682.yml

Spotted a mistake? Edit the file on GitLab.

  • Site Repo
  • About GitLab
  • Terms
  • Privacy Statement
  • Contact

Page generated Wed, 14 May 2025 12:15:43 +0000.