CVE-2022-29203
MEDIUM5.5EPSS 0.06%Integer overflow in `SpaceToBatchND` 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 implementation of `tf.raw_ops.SpaceToBatchND` (in all backends such as XLA and handwritten kernels) is vulnerable to an integer overflow: The result of this integer overflow is used to allocate the output tensor, hence we get a denial of service via a `CHECK`-failure (assertion failure), as in TFSA-2021-198. 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 (9)
- ADVISORYhttps://nvd.nist.gov/vuln/detail/CVE-2022-29203
- PATCHhttps://github.com/tensorflow/tensorflow
- WEBhttps://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
- WEBhttps://github.com/tensorflow/tensorflow/commit/acd56b8bcb72b163c834ae4f18469047b001fadf
- 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-jjm6-4vf7-cjh4