PT-2022-23073 · Google · Tensorflow

Neophytos Christou

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Published

2022-09-16

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Updated

2024-03-06

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CVE-2022-35974

CVSS v3.1

5.9

Medium

VectorAV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H
Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier
Description TensorFlow is an open source platform for machine learning. If QuantizeDownAndShrinkRange is given nonscalar inputs for input min or input max, it results in a segfault that can be used to trigger a denial of service attack.
Recommendations For versions prior to 2.10.0, update to TensorFlow 2.10.0 or later. For versions 2.9.1 and earlier, update to TensorFlow 2.9.1 or later. For versions 2.8.1 and earlier, update to TensorFlow 2.8.1 or later. For versions 2.7.2 and earlier, update to TensorFlow 2.7.2 or later. As a temporary workaround, consider avoiding the use of QuantizeDownAndShrinkRange with nonscalar inputs for input min or input max until a patch is available.

Exploit

Fix

RCE

Weakness Enumeration

Related Identifiers

BIT-TENSORFLOW-2022-35974
CVE-2022-35974
GHSA-VGVH-2PF4-JR2X
OPENSUSE-SU-2024:12355-1

Affected Products

Tensorflow