PyPi: Tensorflow

CVE-2023-25801

Safety vulnerability ID: 53863

This vulnerability was reviewed by experts

The information on this page was manually curated by our Cybersecurity Intelligence Team.

Created at Mar 25, 2023 Updated at Oct 25, 2024
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Advisory

Tensorflow 2.11.1 and 2.12.0 include a fix for CVE-2023-25801: Prior to versions 2.12.0 and 2.11.1, 'nn_ops.fractional_avg_pool_v2' and 'nn_ops.fractional_max_pool_v2' require the first and fourth elements of their parameter 'pooling_ratio' to be equal to 1.0, as pooling on batch and channel dimensions is not supported.
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f49c-87jh-g47q

Affected package

tensorflow

Latest version: 2.18.0

TensorFlow is an open source machine learning framework for everyone.

Affected versions

Fixed versions

Vulnerability changelog

TensorFlow is an open source machine learning platform. Prior to versions 2.12.0 and 2.11.1, `nn_ops.fractional_avg_pool_v2` and `nn_ops.fractional_max_pool_v2` require the first and fourth elements of their parameter `pooling_ratio` to be equal to 1.0, as pooling on batch and channel dimensions is not supported. A fix is included in TensorFlow 2.12.0 and 2.11.1. See CVE-2023-25801.


MISC:https://github.com/tensorflow/tensorflow/commit/ee50d1e00f81f62a4517453f721c634bbb478307: https://github.com/tensorflow/tensorflow/commit/ee50d1e00f81f62a4517453f721c634bbb478307
MISC:https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f49c-87jh-g47q: https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f49c-87jh-g47q

Resources

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Severity Details

CVSS Base Score

HIGH 7.8

CVSS v3 Details

HIGH 7.8
Attack Vector (AV)
LOCAL
Attack Complexity (AC)
LOW
Privileges Required (PR)
LOW
User Interaction (UI)
NONE
Scope (S)
UNCHANGED
Confidentiality Impact (C)
HIGH
Integrity Impact (I)
HIGH
Availability Availability (A)
HIGH