CVE-2021-29611
LOWGoogle Tensorflow < 2.1.4 - Improper Input Validation
Title source: ruleDescription
TensorFlow is an end-to-end open source platform for machine learning. Incomplete validation in `SparseReshape` results in a denial of service based on a `CHECK`-failure. The implementation(https://github.com/tensorflow/tensorflow/blob/e87b51ce05c3eb172065a6ea5f48415854223285/tensorflow/core/kernels/sparse_reshape_op.cc#L40) has no validation that the input arguments specify a valid sparse tensor. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 and TensorFlow 2.3.3, as these are the only affected versions.
Scores
CVSS v3
3.6
EPSS
0.0001
EPSS Percentile
1.0%
Attack Vector
LOCAL
CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:L/A:L
Details
CWE
CWE-665
CWE-20
Status
published
Products (4)
google/tensorflow
< 2.1.4
pypi/tensorflow
2.3.0 - 2.3.3PyPI
pypi/tensorflow-cpu
2.3.0 - 2.3.3PyPI
pypi/tensorflow-gpu
2.3.0 - 2.3.3PyPI
Published
May 14, 2021
Tracked Since
Feb 18, 2026