Vulnerability · Published Nov 18, 2022 · Assigned by GitHub_M
CVE-2022-41885Overflow in `FusedResizeAndPadConv2D` in Tensorflow
Medium 4.8
In plain English
A medium-severity security flaw 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 41% of all known vulnerabilities). Fixed versions are available - upgrade the affected package.
Official description
TensorFlow is an open source platform for machine learning. When `tf.raw_ops.FusedResizeAndPadConv2D` is given a large tensor shape, it overflows. We have patched the issue in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. 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 | 2.8.1 | GHSA-762h-vpvw-3rcx |
| PyPI | tensorflow | 2.7.4, 2.8.1, 2.9.1 | PYSEC-2026-3126 |
| PyPI | tensorflow | 2.9.1 | GHSA-762h-vpvw-3rcx |
| PyPI | tensorflow | 2.7.4 | GHSA-762h-vpvw-3rcx |
| PyPI | tensorflow-cpu | 2.9.1 | GHSA-762h-vpvw-3rcx |
| PyPI | tensorflow-cpu | 2.7.4, 2.8.1, 2.9.1 | PYSEC-2026-3290 |
| PyPI | tensorflow-cpu | 2.8.1 | GHSA-762h-vpvw-3rcx |
| PyPI | tensorflow-cpu | 2.7.4 | GHSA-762h-vpvw-3rcx |
| PyPI | tensorflow-gpu | 2.7.4, 2.8.1, 2.9.1 | PYSEC-2026-964 |
| PyPI | tensorflow-gpu | 2.7.4 | GHSA-762h-vpvw-3rcx |
| PyPI | tensorflow-gpu | 2.8.1 | GHSA-762h-vpvw-3rcx |
| PyPI | tensorflow-gpu | 2.9.1 | GHSA-762h-vpvw-3rcx |
Affected products (as reported)
| Vendor | Product | Versions |
|---|---|---|
| tensorflow | tensorflow | >= 2.9.0, < 2.9.1>= 2.8.0, < 2.8.1< 2.7.4 |
Weakness: CWE-131 · Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H