CVE-2022-41888
published 2022-11-18CVE-2022-41888: TensorFlow is an open source platform for machine learning. When running on GPU, `tf.image.generate_bounding_box_proposals` receives a `scores` input that must…
PriorityP336high7.5CVSS 3.1
AVNACLPRNUINSUCNINAH
EPSS
0.44%
35.6th percentile
TensorFlow is an open source platform for machine learning. When running on GPU, `tf.image.generate_bounding_box_proposals` receives a `scores` input that must be of rank 4 but is not checked. We have patched the issue in GitHub commit cf35502463a88ca7185a99daa7031df60b3c1c98. 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.
Affected
13 ranges
| Vendor | Product | Version range | Fixed in |
|---|---|---|---|
| debian | tensorflow | — | — |
| tensorflow | < 2.8.4 | 2.8.4 | |
| tensorflow | >= 2.10.0 < 2.10.1 | 2.10.1 | |
| tensorflow | >= 2.9.0 < 2.9.3 | 2.9.3 | |
| intel | optimization_for_tensorflow | >= 0 < 2.8.4 | 2.8.4 |
| intel | optimization_for_tensorflow | >= 2.10.0 < 2.10.1 | 2.10.1 |
| intel | optimization_for_tensorflow | >= 2.9.0 < 2.9.3 | 2.9.3 |
| msrc | cbl2_tensorflow_2.11.0-1_on_cbl_mariner_2.0 | — | — |
| msrc | cbl_mariner_2.0_arm | — | — |
| msrc | cbl_mariner_2.0_x64 | — | — |
| tensorflow | tensorflow | < 2.8.4 | 2.8.4 |
| tensorflow | tensorflow | — | — |
| tensorflow | tensorflow | — | — |
CVSS provenance
nvdv3.17.5HIGHCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
vendor_msrc7.5HIGH
vendor_debian4.8LOW
Stop checking back — get the weekly exploitation signal.
Every Monday: what got weaponized or added to CISA KEV in the last seven days — each CVE cross-linked to its PoC, Nuclei template, and detection rule. Free, one email a week, unsubscribe in one click.
Microsoft
Unckecked rank size in `tf.image.generate_bounding_box_proposals` in Tensorflow
vendor_msrc·2022-11-08·CVSS 7.5
CVE-2022-41888 [MEDIUM] CWE-20 Unckecked rank size in `tf.image.generate_bounding_box_proposals` in Tensorflow
Unckecked rank size in `tf.image.generate_bounding_box_proposals` in Tensorflow
FAQ: Is Azure Linux the only Microsoft product that includes this open-source library and is therefore potentially affected by this vulnerability?
One of the main benefits to our customers who choose to use the Azure Linux distro is the commitment to keep it up to date with the most recent and most secure versions of the open source libraries with which the distro is composed. Microsoft is committed to transparency in this work which is why we began publishing CSAF/VEX in October 2025. See this blog post for more information. If impact to additional products is identified, we will update the CVE to reflect this.
Mariner: Mariner
GitHub_M: GitHub_M
Customer Action Required: Yes
Remediation: CBL-Mariner Rele
Debian
CVE-2022-41888: tensorflow - TensorFlow is an open source platform for machine learning. When running on GPU,...
vendor_debian·2022·CVSS 4.8
CVE-2022-41888 [MEDIUM] CVE-2022-41888: tensorflow - TensorFlow is an open source platform for machine learning. When running on GPU,...
TensorFlow is an open source platform for machine learning. When running on GPU, `tf.image.generate_bounding_box_proposals` receives a `scores` input that must be of rank 4 but is not checked. We have patched the issue in GitHub commit cf35502463a88ca7185a99daa7031df60b3c1c98. 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.
Scope: local
forky: resolved
sid: resolved
GHSA
FPE in `tf.image.generate_bounding_box_proposals`
ghsa·2022-11-21
CVE-2022-41888 [MEDIUM] CWE-20 FPE in `tf.image.generate_bounding_box_proposals`
FPE in `tf.image.generate_bounding_box_proposals`
### Impact
When running on GPU, [`tf.image.generate_bounding_box_proposals`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc) receives a `scores` input that must be of rank 4 but is not checked.
```python
import tensorflow as tf
a = tf.constant(value=[[1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0]])
b = tf.constant(value=[1])
tf.image.generate_bounding_box_proposals(scores=a,bbox_deltas=a,image_info=a,anchors=a,pre_nms_topn=b)
```
### Patches
We have patched the issue in GitHub commit [cf35502463a88ca7185a99daa7031df60b3c1c98](https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98).
The fix will be included in TensorFlow 2.11. We will a
OSV
FPE in `tf.image.generate_bounding_box_proposals`
osv·2022-11-21
CVE-2022-41888 [MEDIUM] FPE in `tf.image.generate_bounding_box_proposals`
FPE in `tf.image.generate_bounding_box_proposals`
### Impact
When running on GPU, [`tf.image.generate_bounding_box_proposals`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc) receives a `scores` input that must be of rank 4 but is not checked.
```python
import tensorflow as tf
a = tf.constant(value=[[1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0]])
b = tf.constant(value=[1])
tf.image.generate_bounding_box_proposals(scores=a,bbox_deltas=a,image_info=a,anchors=a,pre_nms_topn=b)
```
### Patches
We have patched the issue in GitHub commit [cf35502463a88ca7185a99daa7031df60b3c1c98](https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98).
The fix will be included in TensorFlow 2.11. We will a
No detection rules found.
No public exploits indexed.
No writeups or analysis indexed.
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cchttps://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6x99-gv2v-q76vhttps://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cchttps://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6x99-gv2v-q76v
2022-11-18
Published