PyPi: Tensorflow

CVE-2022-23562

Safety vulnerability ID: 44850

This vulnerability was reviewed by experts

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

Created at Feb 04, 2022 Updated at Oct 25, 2024
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Advisory

Tensorflow versions 2.5.3, 2.6.3, 2.7.1 and 2.8.0 include a fix for CVE-2022-23562: The implementation of 'Range' suffers from integer overflows. These can trigger undefined behavior or, in some scenarios, extremely large allocations.
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qx3f-p745-w4hr

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 Framework. The implementation of `Range` suffers from integer overflows. These can trigger undefined behavior or, in some scenarios, extremely large allocations. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range. See CVE-2022-23562.


CONFIRM:https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qx3f-p745-w4hr: https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qx3f-p745-w4hr
MISC:https://github.com/tensorflow/tensorflow/commit/f0147751fd5d2ff23251149ebad9af9f03010732: https://github.com/tensorflow/tensorflow/commit/f0147751fd5d2ff23251149ebad9af9f03010732
MISC:https://github.com/tensorflow/tensorflow/issues/52676: https://github.com/tensorflow/tensorflow/issues/52676
MISC:https://github.com/tensorflow/tensorflow/pull/51733: https://github.com/tensorflow/tensorflow/pull/51733

Resources

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Severity Details

CVSS Base Score

HIGH 8.8

CVSS v3 Details

HIGH 8.8
Attack Vector (AV)
NETWORK
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

CVSS v2 Details

MEDIUM 6.5
Access Vector (AV)
NETWORK
Access Complexity (AC)
LOW
Authentication (Au)
SINGLE
Confidentiality Impact (C)
PARTIAL
Integrity Impact (I)
PARTIAL
Availability Impact (A)
PARTIAL