GitHub Advisoryadvisory · PyPI
GHSA-5889-7v45-q28m Incomplete validation in signal ops leads to crashes in TensorFlow
MEDIUM
Official page ↗
- Aliases
- CVE-2022-29213
- Ecosystem
- PyPI
- Packages
- tensorflow, tensorflow-cpu, tensorflow-gpu
- Severity
- Moderate
- CVSS vector
- CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
- Weaknesses
- CWE-20, CWE-617
- Reviewed
- 2022-05-24
Affected packages
• PyPI tensorflow: < 2.6.4 → fixed in 2.6.4
• PyPI tensorflow: >= 2.7.0, < 2.7.2 → fixed in 2.7.2
• PyPI tensorflow: >= 2.8.0, < 2.8.1 → fixed in 2.8.1
• PyPI tensorflow-cpu: < 2.6.4 → fixed in 2.6.4
• PyPI tensorflow-cpu: >= 2.7.0, < 2.7.2 → fixed in 2.7.2
• PyPI tensorflow-cpu: >= 2.8.0, < 2.8.1 → fixed in 2.8.1
• PyPI tensorflow-gpu: < 2.6.4 → fixed in 2.6.4
• PyPI tensorflow-gpu: >= 2.7.0, < 2.7.2 → fixed in 2.7.2
• PyPI tensorflow-gpu: >= 2.8.0, < 2.8.1 → fixed in 2.8.1
Description
Impact
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).
Patches
We have patched the issue in GitHub commit 0a8a781e597b18ead006d19b7d23d0a369e9ad73 (merging GitHub PR #55274).
The fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.
For more information
Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.
Attribution
This vulnerability has been reported externally via a GitHub issue.
Related
Alias · CVE (1)
- CVE-2022-29213 TensorFlow is an open source platform for machine learning. vulnerability
References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5889-7v45-q28m web
- https://nvd.nist.gov/vuln/detail/CVE-2022-29213 advisory
- https://github.com/tensorflow/tensorflow/issues/55263 web
- https://github.com/tensorflow/tensorflow/pull/55274 web
- https://github.com/tensorflow/tensorflow/commit/0a8a781e597b18ead006d19b7d23d0a369e9ad73 web
- https://github.com/tensorflow/tensorflow package
- https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 web
- https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 web
- https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 web
- https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 web