PyPi: Tensorflow

CVE-2020-15266

Safety vulnerability ID: 40795

This vulnerability was reviewed by experts

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

Created at Oct 21, 2020 Updated at Jun 18, 2024
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Advisory

TensorFlow 2.4.0 includes a fix for CVE-2020-15266: In Tensorflow before version 2.4.0, when the 'boxes' argument of 'tf.image.crop_and_resize' has a very large value, the CPU kernel implementation receives it as a C++ 'nan' floating point value. Attempting to operate on this is undefined behavior which later produces a segmentation fault.
https://github.com/tensorflow/tensorflow/issues/42129
https://github.com/tensorflow/tensorflow/pull/42143/commits/3ade2efec2e90c6237de32a19680caaa3ebc2845
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xwhf-g6j5-j5gc

Affected package

tensorflow

Latest version: 2.16.1

TensorFlow is an open source machine learning framework for everyone.

Affected versions

Fixed versions

Vulnerability changelog

In Tensorflow before version 2.4.0, when the `boxes` argument of `tf.image.crop_and_resize` has a very large value, the CPU kernel implementation receives it as a C++ `nan` floating point value. Attempting to operate on this is undefined behavior which later produces a segmentation fault. The issue is patched in eccb7ec454e6617738554a255d77f08e60ee0808 and TensorFlow 2.4.0 will be released containing the patch. TensorFlow nightly packages after this commit will also have the issue resolved. See CVE-2020-15266.


CONFIRM:https://github.com/tensorflow/tensorflow/issues/42129: https://github.com/tensorflow/tensorflow/issues/42129
CONFIRM:https://github.com/tensorflow/tensorflow/pull/42143/commits/3ade2efec2e90c6237de32a19680caaa3ebc2845: https://github.com/tensorflow/tensorflow/pull/42143/commits/3ade2efec2e90c6237de32a19680caaa3ebc2845
CONFIRM:https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xwhf-g6j5-j5gc: https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xwhf-g6j5-j5gc

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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

CVSS v2 Details

MEDIUM 5.0
Access Vector (AV)
NETWORK
Access Complexity (AC)
LOW
Authentication (Au)
NONE
Confidentiality Impact (C)
NONE
Integrity Impact (I)
NONE
Availability Impact (A)
PARTIAL