CVE-2022-23580
Abort caused by allocating a vector that is too large in Tensorflow
6.5
MEDIUM
CVSS 3.1
EPSS 0.30%
Description
Tensorflow is an Open Source Machine Learning Framework. During shape inference, TensorFlow can allocate a large vector based on a value from a tensor controlled by the user. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
How to fix CVE-2022-23580
To remediate CVE-2022-23580, upgrade the affected package to a fixed version below.
- —upgrade to 2.5.3 or later
- —upgrade to 2.5.3 or later
- —upgrade to 2.5.3 or later
- —upgrade to 1361fb7e29449629e1df94d44e0427ebec8c83c7 or later
- —upgrade to 2.5.3 or later
- —upgrade to 1361fb7e29449629e1df94d44e0427ebec8c83c7 or later
Is CVE-2022-23580 being exploited?
Low — EPSS is 0.3%, meaning exploitation activity has not been observed at scale.
Affected packages (6)
- from 0, < 2.5.3, >= 2.6.0, < 2.6.3, >= 2.7.0, < 2.7.1
- from 0, < 2.5.3
- from 0, < 2.5.3
- from 0, < 1361fb7e29449629e1df94d44e0427ebec8c83c7 | from 0, < 2.5.3, >= 2.6.0, < 2.6.3
- from 0, < 2.5.3
- from 0, < 1361fb7e29449629e1df94d44e0427ebec8c83c7 | from 0, < 2.5.3, >= 2.6.0, < 2.6.3
CVSS scores
| Source | Version | Severity | Vector |
|---|---|---|---|
| osv | CVSS 3.1 | MEDIUM6.5 | CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H |