CVE-2021-29573
LOWGoogle Tensorflow < 2.1.4 - Divide By Zero
Title source: ruleDescription
TensorFlow is an end-to-end open source platform for machine learning. The implementation of `tf.raw_ops.MaxPoolGradWithArgmax` is vulnerable to a division by 0. The implementation(https://github.com/tensorflow/tensorflow/blob/279bab6efa22752a2827621b7edb56a730233bd8/tensorflow/core/kernels/maxpooling_op.cc#L1033-L1034) fails to validate that the batch dimension of the tensor is non-zero, before dividing by this quantity. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
Scores
CVSS v3
2.5
EPSS
0.0001
EPSS Percentile
2.7%
Attack Vector
LOCAL
CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L
Classification
CWE
CWE-369
Status
published
Affected Products (4)
google/tensorflow
< 2.1.4
pypi/tensorflow
< 2.1.4PyPI
pypi/tensorflow-cpu
< 2.1.4PyPI
pypi/tensorflow-gpu
< 2.1.4PyPI
Timeline
Published
May 14, 2021
Tracked Since
Feb 18, 2026