CVE-2021-29554

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.DenseCountSparseOutput`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/efff014f3b2d8ef6141da30c806faf141297eca1/tensorflow/core/kernels/count_ops.cc#L123-L127) computes a divisor value from user data but does not check that the result is 0 before doing the division. Since `data` is given by the `values` argument, `num_batch_elements` is 0. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, and TensorFlow 2.3.3, as these are also affected.

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 < 2.3.3PyPI
pypi/tensorflow-cpu < 2.3.3PyPI
pypi/tensorflow-gpu < 2.3.3PyPI

Timeline

Published May 14, 2021
Tracked Since Feb 18, 2026