Description
TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or remote code execution. We have patched the issue in GitHub commit 216525144ee7c910296f5b05d214ca1327c9ce48. The fix will be included in TensorFlow 2.11.0. We will also cherry pick this commit on TensorFlow 2.10.1.
References (2)
Core 2
Core References
Patch, Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/216525144ee7c910296f5b05d214ca1327c9ce48
Exploit, Patch, Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xvwp-h6jv-7472
Scores
CVSS v3
7.1
EPSS
0.0124
EPSS Percentile
79.4%
Attack Vector
NETWORK
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H
CISA SSVC
Vulnrichment
Exploitation
poc
Automatable
no
Technical Impact
total
Details
CWE
CWE-125
CWE-787
Status
published
Products (5)
google/tensorflow
2.10.0
google/tensorflow
< 2.8.4
pypi/tensorflow
0 - 2.8.4PyPI
pypi/tensorflow-cpu
0 - 2.8.4PyPI
pypi/tensorflow-gpu
0 - 2.8.4PyPI
Published
Nov 18, 2022
Tracked Since
Feb 18, 2026