CVE-2022-29213
MEDIUM5.5EPSS 0.11%Incomplete validation in signal ops leads to crashes in TensorFlow
Published: 5/24/2022Modified: 5/20/2025
Description
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the `tf.compat.v1.signal.rfft2d` and `tf.compat.v1.signal.rfft3d` lack input validation and under certain condition can result in crashes (due to `CHECK`-failures). Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Affected packages (4)
- Bitnami/tensorflowfrom 0, < 2.6.4, >= 2.7.0, < 2.7.2, >= 2.8.0, < 2.8.1
- PyPI/tensorflowfrom 0, < 2.6.4
- PyPI/tensorflow-cpufrom 0, < 2.6.4
- PyPI/tensorflow-gpufrom 0, < 2.6.4
CVSS scores
| Source | Version | Severity | Vector |
|---|---|---|---|
| osv | CVSS 3.1 | MEDIUM5.5 | CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H |
References (10)
- ADVISORYhttps://nvd.nist.gov/vuln/detail/CVE-2022-29213
- PATCHhttps://github.com/tensorflow/tensorflow
- WEBhttps://github.com/tensorflow/tensorflow/commit/0a8a781e597b18ead006d19b7d23d0a369e9ad73
- WEBhttps://github.com/tensorflow/tensorflow/issues/55263
- WEBhttps://github.com/tensorflow/tensorflow/pull/55274
- WEBhttps://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
- WEBhttps://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
- WEBhttps://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
- WEBhttps://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
- WEBhttps://github.com/tensorflow/tensorflow/security/advisories/GHSA-5889-7v45-q28m