CVE-2021-41202

MEDIUM

TensorFlow - Memory Corruption

Title source: llm
STIX 2.1

Description

TensorFlow is an open source platform for machine learning. In affected versions while calculating the size of the output within the `tf.range` kernel, there is a conditional statement of type `int64 = condition ? int64 : double`. Due to C++ implicit conversion rules, both branches of the condition will be cast to `double` and the result would be truncated before the assignment. This result in overflows. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.

Scores

CVSS v3 5.5
EPSS 0.0004
EPSS Percentile 10.9%
Attack Vector LOCAL
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

Details

CWE
CWE-681
Status published
Products (5)
google/tensorflow 2.7.0 rc0 (2 CPE variants)
google/tensorflow 2.4.0 - 2.4.4
pypi/tensorflow 2.6.0 - 2.6.1PyPI
pypi/tensorflow-cpu 2.6.0 - 2.6.1PyPI
pypi/tensorflow-gpu 2.6.0 - 2.6.1PyPI
Published Nov 05, 2021
Tracked Since Feb 18, 2026