PT-2022-23062 · Google · Tensorflow
Neophytos Christou
·
Published
2022-09-16
·
Updated
2024-03-06
·
CVE-2022-35963
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
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
Found an issue in the description? Have something to add? Feel free to write us 👾
Weakness Enumeration
Related Identifiers
Affected Products
Tensorflow