CVE-2021-29611

LOW

Google Tensorflow < 2.1.4 - Improper Input Validation

Title source: rule
STIX 2.1

Description

TensorFlow is an end-to-end open source platform for machine learning. Incomplete validation in `SparseReshape` results in a denial of service based on a `CHECK`-failure. The implementation(https://github.com/tensorflow/tensorflow/blob/e87b51ce05c3eb172065a6ea5f48415854223285/tensorflow/core/kernels/sparse_reshape_op.cc#L40) has no validation that the input arguments specify a valid sparse tensor. 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 the only affected versions.

Scores

CVSS v3 3.6
EPSS 0.0001
EPSS Percentile 1.0%
Attack Vector LOCAL
CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:L/A:L

Details

CWE
CWE-665 CWE-20
Status published
Products (4)
google/tensorflow < 2.1.4
pypi/tensorflow 2.3.0 - 2.3.3PyPI
pypi/tensorflow-cpu 2.3.0 - 2.3.3PyPI
pypi/tensorflow-gpu 2.3.0 - 2.3.3PyPI
Published May 14, 2021
Tracked Since Feb 18, 2026