CVE-2022-23578
MEDIUMGoogle Tensorflow < 2.5.2 - Memory Leak
Title source: ruleDescription
Tensorflow is an Open Source Machine Learning Framework. If a graph node is invalid, TensorFlow can leak memory in the implementation of `ImmutableExecutorState::Initialize`. Here, we set `item->kernel` to `nullptr` but it is a simple `OpKernel*` pointer so the memory that was previously allocated to it would leak. 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.
Scores
CVSS v3
4.3
EPSS
0.0020
EPSS Percentile
41.9%
Attack Vector
NETWORK
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L
Classification
CWE
CWE-401
Status
published
Affected Products (5)
google/tensorflow
< 2.5.2
google/tensorflow
pypi/tensorflow
< 2.5.3PyPI
pypi/tensorflow-cpu
< 2.5.3PyPI
pypi/tensorflow-gpu
< 2.5.3PyPI
Timeline
Published
Feb 04, 2022
Tracked Since
Feb 18, 2026