AI Threat Alert
CVE-2022-29203
MEDIUMTensorFlow 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...
Full analysis pending. Showing NVD description excerpt.
Affected Systems
| Package | Ecosystem | Vulnerable Range | Patched |
|---|---|---|---|
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
Severity & Risk
Recommended Action
No patch available
Monitor for updates. Consider compensating controls or temporary mitigations.
Compliance Impact
Compliance analysis pending. Sign in for full compliance mapping when available.
Technical Details
NVD 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.
Weaknesses (CWE)
CVSS Vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H References
- github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md Patch 3rd Party
- github.com/tensorflow/tensorflow/commit/acd56b8bcb72b163c834ae4f18469047b001fadf Patch 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-jjm6-4vf7-cjh4 Exploit Patch 3rd Party
- github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md Patch 3rd Party
- github.com/tensorflow/tensorflow/commit/acd56b8bcb72b163c834ae4f18469047b001fadf Patch 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-jjm6-4vf7-cjh4 Exploit Patch 3rd Party