CVE-2021-29555

LOW

Google Tensorflow < 2.1.4 - Divide By Zero

Title source: rule

Description

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in `tf.raw_ops.FusedBatchNorm`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/828f346274841fa7505f7020e88ca36c22e557ab/tensorflow/core/kernels/fused_batch_norm_op.cc#L295-L297) performs a division based on the last dimension of the `x` tensor. Since this is controlled by the user, an attacker can trigger a denial of service. 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