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CVE-2023-25669

TensorFlow has Floating Point Exception in AvgPoolGrad with XLA

Published: Mar 24, 2023Updated: Nov 21, 2024 Sources: CVE List NVD GHSACWE-697
NVD MITRE
7.5CVSSHIGH
EPSS Score
0.4%
Top 69.3%
CISA KEV
Not in KEV
Exploits
No Known Exploits
Remediation
Patch Available

Description

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, if the stride and window size are not positive for `tf.raw_ops.AvgPoolGrad`, it can give a floating point exception. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.

CVSS Vector Breakdown

AV:NAC:LPR:NUI:NS:UC:NI:NA:H
Exploitability
AV:NAttack Vector
Network
AC:LAttack Complexity
Low
PR:NPrivileges Required
None
UI:NUser Interaction
None
Scope
S:UScope
Unchanged
Impact
C:NConfidentiality
None
I:NIntegrity
None
A:HAvailability
High
Open in CVSS calculator →

Weaknesses

CWE-697

Affected Products

tensorflowtensorflowAI / ML
tensorflowgoogle
Library
AI / ML / ml-framework
tensorflowPyPI
Library
AI / ML / ml-framework
tensorflow-cpuPyPI
Library
AI / ML / ml-framework
tensorflow-gpuPyPI
Library
AI / ML / ml-framework
tensorflowoss-projectUSAI / ML
googlecommercialUSMobile Appsaka google inc, google llc
pypipackage-ecosystemOSS Libraries

Exploitability

Official Patch Available

References

https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rcf8-g8jv-vg6p
github.com
https://github.com/tensorflow/tensorflow/commit/1295ae4dbb52fe06b19733b0257e2340d7b63b8d
github.com
https://nvd.nist.gov/vuln/detail/CVE-2023-25669
nvd.nist.gov
and 1 more references View all →

Timeline

Published
Mar 24, 2023
Last Updated
Nov 21, 2024

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