CVE-2022-23592
HIGH8.1EPSS 0.32%Out of bounds read in Tensorflow
Published: 2/9/2022Modified: 10/9/2025
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.
Affected packages (6)
- Bitnami/tensorflow>= 2.7.0, < 2.8.0
- PyPI/tensorflow>= 2.8.0-rc0, < 2.8.0
- PyPI/tensorflow-cpu>= 2.8.0-rc0, < 2.8.0
- PyPI/tensorflow-cpufrom 0, < c99d98cd189839dcf51aee94e7437b54b31f8abd | >= 2.7.0, < 2.8.0
- PyPI/tensorflow-gpu>= 2.8.0-rc0, < 2.8.0
- PyPI/tensorflow-gpufrom 0, < c99d98cd189839dcf51aee94e7437b54b31f8abd | >= 2.7.0, < 2.8.0
CVSS scores
| Source | Version | Severity | Vector |
|---|---|---|---|
| osv | CVSS 4.0 | — | CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N |
| osv | CVSS 3.1 | HIGH8.1 | CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H |
References (7)
- ADVISORYhttps://nvd.nist.gov/vuln/detail/CVE-2022-23592
- WEBhttps://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-101.yaml
- WEBhttps://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-156.yaml
- WEBhttps://github.com/tensorflow/tensorflow
- WEBhttps://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L223-L229
- WEBhttps://github.com/tensorflow/tensorflow/commit/c99d98cd189839dcf51aee94e7437b54b31f8abd
- WEBhttps://github.com/tensorflow/tensorflow/security/advisories/GHSA-vq36-27g6-p492