High severityNVD Advisory· Published Feb 4, 2022· Updated Apr 22, 2025
Out of bounds read in Tensorflow
CVE-2022-23592
Description
Tensorflow is an Open Source Machine Learning Framework. TensorFlow's type inference can cause a heap out of bounds read as the bounds checking is done in a DCHECK (which is a no-op during production). An attacker can control the input_idx variable such that ix would be larger than the number of values in node_t.args. The fix will be included in TensorFlow 2.8.0. This is the only affected version.
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 | >= 2.8.0-rc0, < 2.8.0 | 2.8.0 |
tensorflow-cpuPyPI | >= 2.8.0-rc0, < 2.8.0 | 2.8.0 |
tensorflow-gpuPyPI | >= 2.8.0-rc0, < 2.8.0 | 2.8.0 |
Affected products
5- osv-coords4 versions
>= 2.7.0, < 2.8.0+ 3 more
- (no CPE)range: >= 2.7.0, < 2.8.0
- (no CPE)range: >= 2.8.0-rc0, < 2.8.0
- (no CPE)range: >= 2.8.0-rc0, < 2.8.0
- (no CPE)range: >= 2.8.0-rc0, < 2.8.0
- Range: = 2.8.0-rc0
Patches
Vulnerability mechanics
References
7- github.com/advisories/GHSA-vq36-27g6-p492ghsaADVISORY
- nvd.nist.gov/vuln/detail/CVE-2022-23592ghsaADVISORY
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-101.yamlghsaWEB
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-156.yamlghsaWEB
- github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.ccghsax_refsource_MISCWEB
- github.com/tensorflow/tensorflow/commit/c99d98cd189839dcf51aee94e7437b54b31f8abdghsax_refsource_MISCWEB
- github.com/tensorflow/tensorflow/security/advisories/GHSA-vq36-27g6-p492ghsax_refsource_CONFIRMWEB
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