Medium severity5.5NVD Advisory· Published May 20, 2022· Updated Jun 17, 2026
CVE-2022-29203
CVE-2022-29203
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.
AI Insight
LLM-synthesized narrative grounded in this CVE's description and references.
Affected packages
Versions sourced from the GitHub Security Advisory.
| Package | Affected versions | Patched versions |
|---|---|---|
tensorflowPyPI | < 2.6.4 | 2.6.4 |
tensorflowPyPI | >= 2.7.0, < 2.7.2 | 2.7.2 |
tensorflowPyPI | >= 2.8.0, < 2.8.1 | 2.8.1 |
tensorflow-cpuPyPI | < 2.6.4 | 2.6.4 |
tensorflow-cpuPyPI | >= 2.7.0, < 2.7.2 | 2.7.2 |
tensorflow-cpuPyPI | >= 2.8.0, < 2.8.1 | 2.8.1 |
tensorflow-gpuPyPI | < 2.6.4 | 2.6.4 |
tensorflow-gpuPyPI | >= 2.7.0, < 2.7.2 | 2.7.2 |
tensorflow-gpuPyPI | >= 2.8.0, < 2.8.1 | 2.8.1 |
Affected products
13- Range: < 2.6.4
- ghsa-coords4 versions
< 2.6.4+ 3 more
- (no CPE)range: < 2.6.4
- (no CPE)range: < 2.6.4
- (no CPE)range: < 2.6.4
- (no CPE)range: < 2.6.4
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*+ 7 more
- cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*range: <2.6.4
- cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*
Patches
Vulnerability mechanics
References
9- github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.mdnvdPatchThird Party AdvisoryWEB
- github.com/tensorflow/tensorflow/commit/acd56b8bcb72b163c834ae4f18469047b001fadfnvdPatchThird Party AdvisoryWEB
- github.com/tensorflow/tensorflow/security/advisories/GHSA-jjm6-4vf7-cjh4nvdExploitPatchThird Party AdvisoryWEB
- github.com/advisories/GHSA-jjm6-4vf7-cjh4ghsaADVISORY
- github.com/tensorflow/tensorflow/releases/tag/v2.6.4nvdRelease NotesThird Party AdvisoryWEB
- github.com/tensorflow/tensorflow/releases/tag/v2.7.2nvdRelease NotesThird Party AdvisoryWEB
- github.com/tensorflow/tensorflow/releases/tag/v2.8.1nvdRelease NotesThird Party AdvisoryWEB
- github.com/tensorflow/tensorflow/releases/tag/v2.9.0nvdRelease NotesThird Party AdvisoryWEB
- nvd.nist.gov/vuln/detail/CVE-2022-29203ghsaADVISORY
News mentions
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