GitHub Advisoryadvisory · PyPI

GHSA-7v94-64hj-m82h FPE in `ParallelConcat`

MEDIUM Published 2021-11-10 Modified 2024-11-13 Official page ↗
Aliases
CVE-2021-41207
Ecosystem
PyPI
Packages
tensorflow, tensorflow-cpu, tensorflow-gpu
Severity
Moderate
CVSS vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
Weaknesses
CWE-369
Reviewed
2021-11-08

Affected packages

• PyPI tensorflow: >= 2.6.0, < 2.6.1 → fixed in 2.6.1 • PyPI tensorflow: >= 2.5.0, < 2.5.2 → fixed in 2.5.2 • PyPI tensorflow: < 2.4.4 → fixed in 2.4.4 • PyPI tensorflow-cpu: < 2.4.4 → fixed in 2.4.4 • PyPI tensorflow-cpu: >= 2.5.0, < 2.5.2 → fixed in 2.5.2 • PyPI tensorflow-cpu: >= 2.6.0, < 2.6.1 → fixed in 2.6.1 • PyPI tensorflow-gpu: < 2.4.4 → fixed in 2.4.4 • PyPI tensorflow-gpu: >= 2.5.0, < 2.5.2 → fixed in 2.5.2 • PyPI tensorflow-gpu: >= 2.6.0, < 2.6.1 → fixed in 2.6.1

Description

Impact The implementation of `ParallelConcat` misses some input validation and can produce a division by 0: ```python import tensorflow as tf @tf.function def test(): y = tf.raw_ops.ParallelConcat(values=[['tf']],shape=0) return y test() ``` Patches We have patched the issue in GitHub commit f2c3931113eaafe9ef558faaddd48e00a6606235. 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. For more information Please consult our security guide for more information regarding the security model and how to contact us with issues and questions. Attribution This vulnerability has been reported by members of the Aivul Team from Qihoo 360.

Related

Alias · CVE (1)

  • CVE-2021-41207 TensorFlow is an open source platform for machine learning. vulnerability

Weakness · CWE (1)

References