CVE-2022-41909
MEDIUMGoogle Tensorflow < 2.8.4 - Improper Input Validation
Title source: ruleDescription
TensorFlow is an open source platform for machine learning. An input `encoded` that is not a valid `CompositeTensorVariant` tensor will trigger a segfault in `tf.raw_ops.CompositeTensorVariantToComponents`. We have patched the issue in GitHub commits bf594d08d377dc6a3354d9fdb494b32d45f91971 and 660ce5a89eb6766834bdc303d2ab3902aef99d3d. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
References (4)
Core 4
Core References
Third Party Advisory
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/lib/core/py_func.cc
Patch, Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/660ce5a89eb6766834bdc303d2ab3902aef99d3d
Patch, Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/bf594d08d377dc6a3354d9fdb494b32d45f91971
Exploit, Patch, Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rjx6-v474-2ch9
Scores
CVSS v3
4.8
EPSS
0.0046
EPSS Percentile
64.1%
Attack Vector
NETWORK
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
CISA SSVC
Vulnrichment
Exploitation
poc
Automatable
no
Technical Impact
partial
Details
CWE
CWE-476
CWE-20
Status
published
Products (5)
google/tensorflow
2.10.0
google/tensorflow
< 2.8.4
pypi/tensorflow
0 - 2.8.4PyPI
pypi/tensorflow-cpu
0 - 2.8.4PyPI
pypi/tensorflow-gpu
0 - 2.8.4PyPI
Published
Nov 18, 2022
Tracked Since
Feb 18, 2026