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
| Vendor | Product | Affected | Fixed |
|---|---|---|---|
| tensorflow | tensorflow | >= 2.10.0, < 2.10.1, >= 2.9.0, < 2.9.3, < 2.8.4 | — |
Fixed in Linux distributions
Distributions backport fixes, so the version that fixes this vulnerability differs per release — upgrade to at least the version shown. From the distributions' security trackers and advisories.
Azure Linux
| Release | Package | Fixed in | Advisory |
|---|---|---|---|
| Azure Linux 2 (CBL-Mariner) | tensorflow | 2.11.0-1 | — |
Affected packages
| Ecosystem | Package | Affected | Fixed | Record |
|---|---|---|---|---|
| PyPI | tensorflow | < 2.8.4 | 2.8.4 | GHSA-27rc-728f-x5w2 |
| PyPI | tensorflow | >= 2.9.0, < 2.9.3 | 2.9.3 | GHSA-27rc-728f-x5w2 |
| PyPI | tensorflow | >= 2.10.0, < 2.10.1 | 2.10.1 | GHSA-27rc-728f-x5w2 |
| PyPI | tensorflow | < 2.8.4 · >= 2.9.0, < 2.9.3 · >= 2.10.0, < 2.10.1 | 2.8.4, 2.9.3, 2.10.1 | PYSEC-2026-3086 |
| PyPI | tensorflow-cpu | < 2.8.4 | 2.8.4 | GHSA-27rc-728f-x5w2 |
| PyPI | tensorflow-cpu | >= 2.9.0, < 2.9.3 | 2.9.3 | GHSA-27rc-728f-x5w2 |
| PyPI | tensorflow-cpu | >= 2.10.0, < 2.10.1 | 2.10.1 | GHSA-27rc-728f-x5w2 |
| PyPI | tensorflow-cpu | < 2.8.4 · >= 2.9.0, < 2.9.3 · >= 2.10.0, < 2.10.1 | 2.8.4, 2.9.3, 2.10.1 | PYSEC-2026-3264 |
| PyPI | tensorflow-gpu | < 2.8.4 | 2.8.4 | GHSA-27rc-728f-x5w2 |
| PyPI | tensorflow-gpu | >= 2.9.0, < 2.9.3 | 2.9.3 | GHSA-27rc-728f-x5w2 |
| PyPI | tensorflow-gpu | >= 2.10.0, < 2.10.1 | 2.10.1 | GHSA-27rc-728f-x5w2 |
| PyPI | tensorflow-gpu | < 2.8.4 · >= 2.9.0, < 2.9.3 · >= 2.10.0, < 2.10.1 | 2.8.4, 2.9.3, 2.10.1 | PYSEC-2026-941 |