CVE-2021-37653

MEDIUM

Google Tensorflow < 2.3.4 - Divide By Zero

Title source: rule

Description

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a crash via a floating point exception in `tf.raw_ops.ResourceGather`. The [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181d3aaab77a1ddeb/tensorflow/core/kernels/resource_variable_ops.cc#L725-L731) computes the value of a value, `batch_size`, and then divides by it without checking that this value is not 0. We have patched the issue in GitHub commit ac117ee8a8ea57b73d34665cdf00ef3303bc0b11. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.

Scores

CVSS v3 5.5
EPSS 0.0001
EPSS Percentile 1.5%
Attack Vector LOCAL
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

Classification

CWE
CWE-369
Status published

Affected Products (8)

google/tensorflow < 2.3.4
google/tensorflow
google/tensorflow
google/tensorflow
google/tensorflow
pypi/tensorflow < 2.3.4PyPI
pypi/tensorflow-cpu < 2.3.4PyPI
pypi/tensorflow-gpu < 2.3.4PyPI

Timeline

Published Aug 12, 2021
Tracked Since Feb 18, 2026