PyPi: Tensorflow

CVE-2022-41886

Safety vulnerability ID: 51945

This vulnerability was reviewed by experts

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

Created at Nov 18, 2022 Updated at Jun 18, 2024
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Advisory

Tensorflow 2.8.4, 2.9.3 and 2.10.1 include a fix for CVE-2022-41886: When 'tf.raw_ops.ImageProjectiveTransformV2' is given a large output shape, it overflows.
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-54pp-c6pp-7fpx

Affected package

tensorflow

Latest version: 2.16.1

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. When `tf.raw_ops.ImageProjectiveTransformV2` is given a large output shape, it overflows. We have patched the issue in GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range. See CVE-2022-41886.


CONFIRM:https://github.com/tensorflow/tensorflow/security/advisories/GHSA-54pp-c6pp-7fpx: https://github.com/tensorflow/tensorflow/security/advisories/GHSA-54pp-c6pp-7fpx
MISC:https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/image_ops.cc: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/image_ops.cc
MISC:https://github.com/tensorflow/tensorflow/commit/8faa6ea692985dbe6ce10e1a3168e0bd60a723ba: https://github.com/tensorflow/tensorflow/commit/8faa6ea692985dbe6ce10e1a3168e0bd60a723ba

Resources

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Severity Details

CVSS Base Score

HIGH 7.5

CVSS v3 Details

HIGH 7.5
Attack Vector (AV)
NETWORK
Attack Complexity (AC)
LOW
Privileges Required (PR)
NONE
User Interaction (UI)
NONE
Scope (S)
UNCHANGED
Confidentiality Impact (C)
NONE
Integrity Impact (I)
NONE
Availability Availability (A)
HIGH