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CVE-2021-29595: Division by zero in TFLite's implementation of `DepthToSpace`

May 21, 2021 (updated November 13, 2024)

The implementation of the DepthToSpace TFLite operator is vulnerable to a division by zero error:

const int block_size = params->block_size;
...
const int input_channels = input->dims->data[3];
...
int output_channels = input_channels / block_size / block_size;

An attacker can craft a model such that params->block_size is 0.

References

  • github.com/advisories/GHSA-vf94-36g5-69v8
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-523.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-721.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-232.yaml
  • github.com/tensorflow/tensorflow/commit/106d8f4fb89335a2c52d7c895b7a7485465ca8d9
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-vf94-36g5-69v8
  • nvd.nist.gov/vuln/detail/CVE-2021-29595

Code Behaviors & Features

Detect and mitigate CVE-2021-29595 with GitLab Dependency Scanning

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Affected versions

All versions before 2.1.4, all versions starting from 2.2.0 before 2.2.3, all versions starting from 2.3.0 before 2.3.3, all versions starting from 2.4.0 before 2.4.2

Fixed versions

  • 2.1.4
  • 2.2.3
  • 2.3.3
  • 2.4.2

Solution

Upgrade to versions 2.1.4, 2.2.3, 2.3.3, 2.4.2 or above.

Impact 7.8 HIGH

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

Learn more about CVSS

Weakness

  • CWE-369: Divide By Zero

Source file

pypi/tensorflow-gpu/CVE-2021-29595.yml

Spotted a mistake? Edit the file on GitLab.

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