Vulnerability · Published Nov 18, 2022 · Assigned by GitHub_M
CVE-2022-41888Unckecked rank size in `tf.image.generate_bounding_box_proposals` in Tensorflow
Medium 4.8
In plain English
A medium-severity improper input validation in tensorflow from tensorflow. Proof-of-concept exploit code is public. The chance it is exploited in the next 30 days is estimated at 0.5% (higher than 43% of all known vulnerabilities). Fixed versions are available - upgrade the affected package.
Official description
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 packages & fixed versions
| Ecosystem | Package | Fixed in | Advisory |
|---|---|---|---|
| PyPI | tensorflow | 2.9.3 | GHSA-6x99-gv2v-q76v |
| PyPI | tensorflow | 2.10.1, 2.8.4, 2.9.3 | PYSEC-2026-3124 |
| PyPI | tensorflow | 2.10.1 | GHSA-6x99-gv2v-q76v |
| PyPI | tensorflow | 2.8.4 | GHSA-6x99-gv2v-q76v |
| PyPI | tensorflow-cpu | 2.10.1 | GHSA-6x99-gv2v-q76v |
| PyPI | tensorflow-cpu | 2.10.1, 2.8.4, 2.9.3 | PYSEC-2026-3288 |
| PyPI | tensorflow-cpu | 2.9.3 | GHSA-6x99-gv2v-q76v |
| PyPI | tensorflow-cpu | 2.8.4 | GHSA-6x99-gv2v-q76v |
| PyPI | tensorflow-gpu | 2.10.1, 2.8.4, 2.9.3 | PYSEC-2026-962 |
| PyPI | tensorflow-gpu | 2.8.4 | GHSA-6x99-gv2v-q76v |
| PyPI | tensorflow-gpu | 2.9.3 | GHSA-6x99-gv2v-q76v |
| PyPI | tensorflow-gpu | 2.10.1 | GHSA-6x99-gv2v-q76v |
Affected products (as reported)
| Vendor | Product | Versions |
|---|---|---|
| tensorflow | tensorflow | >= 2.10.0, < 2.10.1>= 2.9.0, < 2.9.3< 2.8.4 |
Weakness: CWE-20 · Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H