CVE-2021-29546
LOWGoogle Tensorflow < 2.1.4 - Divide By Zero
Title source: ruleDescription
TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger an integer division by zero undefined behavior in `tf.raw_ops.QuantizedBiasAdd`. This is because the implementation of the Eigen kernel(https://github.com/tensorflow/tensorflow/blob/61bca8bd5ba8a68b2d97435ddfafcdf2b85672cd/tensorflow/core/kernels/quantization_utils.h#L812-L849) does a division by the number of elements of the smaller input (based on shape) without checking that this is not zero. 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