High severity7.6NVD Advisory· Published Feb 4, 2022· Updated Jun 17, 2026
CVE-2022-23562
CVE-2022-23562
Description
Tensorflow is an Open Source Machine Learning Framework. The implementation of Range suffers from integer overflows. These can trigger undefined behavior or, in some scenarios, extremely large allocations. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
AI Insight
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Affected packages
Versions sourced from the GitHub Security Advisory.
| Package | Affected versions | Patched versions |
|---|---|---|
tensorflowPyPI | < 2.5.3 | 2.5.3 |
tensorflowPyPI | >= 2.6.0, < 2.6.3 | 2.6.3 |
tensorflowPyPI | >= 2.7.0, < 2.7.1 | 2.7.1 |
tensorflow-cpuPyPI | < 2.5.3 | 2.5.3 |
tensorflow-cpuPyPI | >= 2.6.0, < 2.6.3 | 2.6.3 |
tensorflow-cpuPyPI | >= 2.7.0, < 2.7.1 | 2.7.1 |
tensorflow-gpuPyPI | < 2.5.3 | 2.5.3 |
tensorflow-gpuPyPI | >= 2.6.0, < 2.6.3 | 2.6.3 |
tensorflow-gpuPyPI | >= 2.7.0, < 2.7.1 | 2.7.1 |
Affected products
7cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*+ 1 more
- cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*range: <=2.5.2
- cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*
- osv-coords4 versions
< 2.5.3+ 3 more
- (no CPE)range: < 2.5.3
- (no CPE)range: < 2.5.3
- (no CPE)range: < 2.5.3
- (no CPE)range: < 2.5.3
- Range: >= 2.7.0, < 2.7.1
Patches
Vulnerability mechanics
References
8- github.com/tensorflow/tensorflow/commit/f0147751fd5d2ff23251149ebad9af9f03010732nvdPatchThird Party AdvisoryWEB
- github.com/tensorflow/tensorflow/security/advisories/GHSA-qx3f-p745-w4hrnvdPatchThird Party AdvisoryWEB
- github.com/advisories/GHSA-qx3f-p745-w4hrghsaADVISORY
- github.com/tensorflow/tensorflow/issues/52676nvdThird Party AdvisoryWEB
- github.com/tensorflow/tensorflow/pull/51733nvdThird Party AdvisoryWEB
- nvd.nist.gov/vuln/detail/CVE-2022-23562ghsaADVISORY
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-71.yamlghsaWEB
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-126.yamlghsaWEB
News mentions
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