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CVE-2021-37645: Integer overflow due to conversion to unsigned

August 25, 2021 (updated November 13, 2024)

The implementation of tf.raw_ops.QuantizeAndDequantizeV4Grad is vulnerable to an integer overflow issue caused by converting a signed integer value to an unsigned one and then allocating memory based on this value.

import tensorflow as tf

tf.raw_ops.QuantizeAndDequantizeV4Grad(
gradients=[1.0,2.0],
input=[1.0,1.0],
input_min=[0.0],
input_max=[10.0],
axis=-100)

References

  • github.com/advisories/GHSA-9w2p-5mgw-p94c
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-558.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-756.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-267.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/96f364a1ca3009f98980021c4b32be5fdcca33a1
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-9w2p-5mgw-p94c
  • nvd.nist.gov/vuln/detail/CVE-2021-37645

Code Behaviors & Features

Detect and mitigate CVE-2021-37645 with GitLab Dependency Scanning

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Affected versions

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

Fixed versions

  • 2.4.3
  • 2.5.1

Solution

Upgrade to versions 2.4.3, 2.5.1 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-681: Incorrect Conversion between Numeric Types

Source file

pypi/tensorflow-cpu/CVE-2021-37645.yml

Spotted a mistake? Edit the file on GitLab.

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