Medium severity5.9NVD Advisory· Published Sep 16, 2022· Updated Jun 17, 2026
CVE-2022-36027
CVE-2022-36027
Description
TensorFlow is an open source platform for machine learning. When converting transposed convolutions using per-channel weight quantization the converter segfaults and crashes the Python process. We have patched the issue in GitHub commit aa0b852a4588cea4d36b74feb05d93055540b450. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds 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 | < 2.7.2 | 2.7.2 |
tensorflowPyPI | >= 2.8.0, < 2.8.1 | 2.8.1 |
tensorflowPyPI | >= 2.9.0, < 2.9.1 | 2.9.1 |
tensorflow-cpuPyPI | < 2.7.2 | 2.7.2 |
tensorflow-cpuPyPI | >= 2.8.0, < 2.8.1 | 2.8.1 |
tensorflow-cpuPyPI | >= 2.9.0, < 2.9.1 | 2.9.1 |
tensorflow-gpuPyPI | < 2.7.2 | 2.7.2 |
tensorflow-gpuPyPI | >= 2.8.0, < 2.8.1 | 2.8.1 |
tensorflow-gpuPyPI | >= 2.9.0, < 2.9.1 | 2.9.1 |
Affected products
10cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*+ 4 more
- cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*range: <2.7.2
- cpe:2.3:a:google:tensorflow:2.10:rc0:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.10:rc1:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.10:rc2:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.10:rc3:*:*:*:*:*:*
- osv-coords4 versions
< 2.7.2+ 3 more
- (no CPE)range: < 2.7.2
- (no CPE)range: < 2.7.2
- (no CPE)range: < 2.7.2
- (no CPE)range: < 2.7.2
- Range: < 2.7.2
Patches
Vulnerability mechanics
References
6- github.com/tensorflow/tensorflow/commit/aa0b852a4588cea4d36b74feb05d93055540b450nvdPatchThird Party AdvisoryWEB
- github.com/tensorflow/tensorflow/issues/53767nvdExploitThird Party AdvisoryWEB
- github.com/advisories/GHSA-79h2-q768-fpxrghsaADVISORY
- github.com/tensorflow/tensorflow/security/advisories/GHSA-79h2-q768-fpxrnvdThird Party AdvisoryWEB
- nvd.nist.gov/vuln/detail/CVE-2022-36027ghsaADVISORY
- github.com/tensorflow/tensorflow/releases/tag/v2.10.0ghsaWEB
News mentions
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