PyPi: Tensorflow

CVE-2021-41226

Safety vulnerability ID: 42473

This vulnerability was reviewed by experts

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

Created at Nov 05, 2021 Updated at Oct 25, 2024
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Advisory

TensorFlow versions 2.4.4, 2.5.2 and 2.6.1 include a fix for CVE-2021-41226: In affected versions, the implementation of 'SparseBinCount' is vulnerable to a heap OOB access. This is because of missing validation between the elements of the 'values' argument and the shape of the sparse output. The fix is also included in TensorFlow 2.7.0.
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-374m-jm66-3vj8
https://github.com/tensorflow/tensorflow/commit/f410212e373eb2aec4c9e60bf3702eba99a38aba

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 platform for machine learning. In affected versions the implementation of `SparseBinCount` is vulnerable to a heap OOB access. This is because of missing validation between the elements of the `values` argument and the shape of the sparse output. 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. See CVE-2021-41226.


CONFIRM:https://github.com/tensorflow/tensorflow/security/advisories/GHSA-374m-jm66-3vj8: https://github.com/tensorflow/tensorflow/security/advisories/GHSA-374m-jm66-3vj8
MISC:https://github.com/tensorflow/tensorflow/commit/f410212e373eb2aec4c9e60bf3702eba99a38aba: https://github.com/tensorflow/tensorflow/commit/f410212e373eb2aec4c9e60bf3702eba99a38aba

Resources

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Severity Details

CVSS Base Score

HIGH 7.1

CVSS v3 Details

HIGH 7.1
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)
NONE
Availability Availability (A)
HIGH

CVSS v2 Details

LOW 3.6
Access Vector (AV)
LOCAL
Access Complexity (AC)
LOW
Authentication (Au)
NONE
Confidentiality Impact (C)
PARTIAL
Integrity Impact (I)
NONE
Availability Impact (A)
PARTIAL