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
| Vector | AV: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
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Weakness Enumeration
Related Identifiers
Affected Products
Tensorflow