PT-2022-23062 · 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-2022-35963

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 The implementation of FractionalAvgPoolGrad does not fully validate the input orig input tensor shape, resulting in an overflow that causes a CHECK failure, which 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 disabling the FractionalAvgPoolGrad function until a patch is available.

Exploit

Fix

Assertion Failure

Weakness Enumeration

Related Identifiers

BIT-TENSORFLOW-2022-35963
CVE-2022-35963
GHSA-84JM-4CF3-9JFM
OPENSUSE-SU-2024:12355-1

Affected Products

Tensorflow