PT-2022-23080 · Google · Tensorflow
Di Jin
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Published
2022-09-16
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Updated
2024-03-06
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CVE-2022-35982
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 issue arises when
SparseBincount is given inputs for indices, values, and dense shape that do not make a valid sparse tensor, resulting 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
SparseBincount with invalid sparse tensor inputs until a patch is available.Exploit
Fix
RCE
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Weakness Enumeration
Related Identifiers
Affected Products
Tensorflow