Vulnerability Details : CVE-2022-41886
Potential exploit
TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ImageProjectiveTransformV2` is given a large output shape, it overflows. We have patched the issue in GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
Products affected by CVE-2022-41886
- cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
- cpe:2.3:a:google:tensorflow:2.10.0:*:*:*:*:*:*:*
Exploit prediction scoring system (EPSS) score for CVE-2022-41886
0.07%
Probability of exploitation activity in the next 30 days
EPSS Score History
~ 19 %
Percentile, the proportion of vulnerabilities that are scored at or less
CVSS scores for CVE-2022-41886
Base Score | Base Severity | CVSS Vector | Exploitability Score | Impact Score | Score Source | First Seen |
---|---|---|---|---|---|---|
7.5
|
HIGH | CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H |
3.9
|
3.6
|
NIST | |
4.8
|
MEDIUM | CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H |
1.2
|
3.6
|
GitHub, Inc. |
CWE ids for CVE-2022-41886
-
The product does not correctly calculate the size to be used when allocating a buffer, which could lead to a buffer overflow.Assigned by: security-advisories@github.com (Primary)
References for CVE-2022-41886
-
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-54pp-c6pp-7fpx
Overflow in `ImageProjectiveTransformV2` · Advisory · tensorflow/tensorflow · GitHubExploit;Patch;Third Party Advisory
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https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/image_ops.cc
tensorflow/image_ops.cc at master · tensorflow/tensorflow · GitHubThird Party Advisory
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https://github.com/tensorflow/tensorflow/commit/8faa6ea692985dbe6ce10e1a3168e0bd60a723ba
Fix tf.raw_ops.ImageProjectiveTransformV2 vulnerability with large ou… · tensorflow/tensorflow@8faa6ea · GitHubPatch;Third Party Advisory
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