CVE-2021-29593
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 the `BatchToSpaceNd` TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/b5ed552fe55895aee8bd8b191f744a069957d18d/tensorflow/lite/kernels/batch_to_space_nd.cc#L81-L82). An attacker can craft a model such that one dimension of the `block` input is 0. Hence, the corresponding value in `block_shape` is 0. 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
0.0002
EPSS Percentile
3.9%
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