HIGH
`CHECK` fail via inputs in `SdcaOptimizer` in Tensorflow
Published Nov 18, 2022
7.5
HIGHCVSS 3.1
EPSS 0.47%
Description
TensorFlow is an open source platform for machine learning. Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in `SdcaOptimizer`. We have patched the issue in GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. 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 products
-
- Version < 2.8.4StatusaffectedConstraints-
- Version >= 2.10.0, < 2.10.1StatusaffectedConstraints-
- Version >= 2.9.0, < 2.9.3StatusaffectedConstraints-
- Version
Default status is the baseline for the product, each version can override it (e.g. patched versions marked unaffected).
| Vendor | Product | Default status | Versions | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TensorFlow | TensorFlow | n/a |
|
OR
- < 2.8.4
- ≥ 2.9.0 · < 2.9.3
- 2.10.0
No data.
No Red Hat product state for this CVE.
No package ranges for this CVE.
Remediation
No remediation recorded yet.
Weaknesses (2)
References (6)
- https://euvd.enisa.europa.eu/vulnerability/EUVD-2022-7195 Advisory
- https://github.com/advisories/GHSA-27rc-728f-x5w2 Advisory
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc Third Party Advisory
- https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2 ExploitPatchThird Party Advisory
- https://nvd.nist.gov/vuln/detail/CVE-2022-41899
| Link | Providers | Tags |
|---|---|---|
| https://euvd.enisa.europa.eu/vulnerability/EUVD-2022-7195 | Advisory | |
| https://github.com/advisories/GHSA-27rc-728f-x5w2 | Advisory | |
| https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc | Third Party Advisory | |
| https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa | PatchThird Party Advisory | |
| https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2 | ExploitPatchThird Party Advisory | |
| https://nvd.nist.gov/vuln/detail/CVE-2022-41899 |
Change history (0)
No recorded changes yet.
Sources
CVE.org / MITRE
Status PUBLISHED
Assigner GitHub_M
Published Nov 18, 2022
Updated Apr 22, 2025
Reserved Sep 30, 2022
Link CVE-2022-41899
CISA Vulnrichment
Updated Apr 22, 2025
ENISA EUVD
EUVD-2022-7195 GHSA-27RC-728F-X5W2 Assigner GitHub_M
Published Nov 18, 2022
Updated Apr 22, 2025
Exploited since n/a
Link EUVD-2022-7195