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Memory leak in Tensorflow

Moderate severity GitHub Reviewed Published Sep 24, 2020 in tensorflow/tensorflow • Updated Feb 1, 2023

Package

pip tensorflow (pip)

Affected versions

= 2.2.0
= 2.3.0

Patched versions

2.2.1
2.3.1
pip tensorflow-cpu (pip)
= 2.2.0
= 2.3.0
2.2.1
2.3.1
pip tensorflow-gpu (pip)
= 2.2.0
= 2.3.0
2.2.1
2.3.1

Description

Impact

If a user passes a list of strings to dlpack.to_dlpack there is a memory leak following an expected validation failure:
https://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/c/eager/dlpack.cc#L100-L104

The allocated memory is from
https://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/c/eager/dlpack.cc#L256

The issue occurs because the status argument during validation failures is not properly checked:
https://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/c/eager/dlpack.cc#L265-L267

Since each of the above methods can return an error status, the status value must be checked before continuing.

Patches

We have patched the issue in 22e07fb204386768e5bcbea563641ea11f96ceb8 and will release a patch release for all affected versions.

We recommend users to upgrade to TensorFlow 2.2.1 or 2.3.1.

For more information

Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.

Attribution

This vulnerability has been discovered during variant analysis of GHSA-rjjg-hgv6-h69v.

References

@mihaimaruseac mihaimaruseac published to tensorflow/tensorflow Sep 24, 2020
Reviewed Sep 25, 2020
Published to the GitHub Advisory Database Sep 25, 2020
Published by the National Vulnerability Database Sep 25, 2020
Last updated Feb 1, 2023

Severity

Moderate
4.3
/ 10

CVSS base metrics

Attack vector
Network
Attack complexity
Low
Privileges required
Low
User interaction
None
Scope
Unchanged
Confidentiality
None
Integrity
None
Availability
Low
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L

Weaknesses

CVE ID

CVE-2020-15192

GHSA ID

GHSA-8fxw-76px-3rxv

Source code

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