PT-2022-19451 · Google · Tensorflow

Neophytos Christou

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Published

2022-05-20

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Updated

2024-03-06

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CVE-2022-29199

CVSS v3.1

5.5

Medium

VectorAV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.9.0 TensorFlow versions prior to 2.8.1 TensorFlow versions prior to 2.7.2 TensorFlow versions prior to 2.6.4
Description The implementation of tf.raw ops.LoadAndRemapMatrix does not fully validate the input arguments, resulting in a CHECK-failure that can be used to trigger a denial of service attack. The code assumes initializing values is a vector but there is no validation for this before accessing its value.
Recommendations For versions prior to 2.9.0, update to version 2.9.0 or later. For versions prior to 2.8.1, update to version 2.8.1 or later. For versions prior to 2.7.2, update to version 2.7.2 or later. For versions prior to 2.6.4, update to version 2.6.4 or later. As a temporary workaround, consider disabling the tf.raw ops.LoadAndRemapMatrix function until a patch is available. Restrict access to the initializing values parameter in the affected API endpoint to minimize the risk of exploitation.

Exploit

Fix

RCE

Weakness Enumeration

CWE-20

Related Identifiers

BIT-TENSORFLOW-2022-29199
CVE-2022-29199
GHSA-P9RC-RMR5-529J

Affected Products

Tensorflow