Loading HuntDB...

GHSA-27rc-728f-x5w2

GitHub Security Advisory

`CHECK` fail via inputs in `SdcaOptimizer`

✓ GitHub Reviewed MODERATE Has CVE

Advisory Details

### Impact
Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in [`SdcaOptimizer`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc).

```python
import tensorflow as tf

tf.raw_ops.SdcaOptimizer(
sparse_example_indices=4 * [tf.random.uniform([5,5,5,3], dtype=tf.dtypes.int64, maxval=100)],
sparse_feature_indices=4 * [tf.random.uniform([5,5,5,3], dtype=tf.dtypes.int64, maxval=100)],
sparse_feature_values=8 * [tf.random.uniform([5,5,5,3], dtype=tf.dtypes.float32, maxval=100)],
dense_features=4 * [tf.random.uniform([5,5,5,3], dtype=tf.dtypes.float32, maxval=100)],
example_weights=tf.random.uniform([5,5,5,3], dtype=tf.dtypes.float32, maxval=100),
example_labels=tf.random.uniform([5,5,5,3], dtype=tf.dtypes.float32, maxval=100),
sparse_indices=4 * [tf.random.uniform([5,5,5,3], dtype=tf.dtypes.int64, maxval=100)],
sparse_weights=4 * [tf.random.uniform([5,5,5,3], dtype=tf.dtypes.float32, maxval=100)],
dense_weights=4 * [tf.random.uniform([5,5,5,3], dtype=tf.dtypes.float32, maxval=100)],
example_state_data=tf.random.uniform([5,5,5,3], dtype=tf.dtypes.float32, maxval=100),
loss_type="squared_loss",
l1=0.0,
l2=0.0,
num_loss_partitions=1,
num_inner_iterations=1,
adaptative=False,)
```

### Patches
We have patched the issue in GitHub commit [80ff197d03db2a70c6a111f97dcdacad1b0babfa](https://github.com/tensorflow/tensorflow/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.

### For more information
Please consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.

### Attribution
This vulnerability has been reported by Zizhuang Deng of IIE, UCAS

Affected Packages

PyPI tensorflow
Affected versions: 0 (fixed in 2.8.4)
PyPI tensorflow
Affected versions: 2.9.0 (fixed in 2.9.3)
PyPI tensorflow
Affected versions: 2.10.0 (fixed in 2.10.1)
PyPI tensorflow-cpu
Affected versions: 0 (fixed in 2.8.4)
PyPI tensorflow-gpu
Affected versions: 0 (fixed in 2.8.4)
PyPI tensorflow-cpu
Affected versions: 2.9.0 (fixed in 2.9.3)
PyPI tensorflow-gpu
Affected versions: 2.9.0 (fixed in 2.9.3)
PyPI tensorflow-cpu
Affected versions: 2.10.0 (fixed in 2.10.1)
PyPI tensorflow-gpu
Affected versions: 2.10.0 (fixed in 2.10.1)

Related CVEs

Key Information

GHSA ID
GHSA-27rc-728f-x5w2
Published
November 21, 2022 9:54 PM
Last Modified
November 21, 2022 9:54 PM
CVSS Score
5.0 /10
Primary Ecosystem
PyPI
Primary Package
tensorflow
GitHub Reviewed
✓ Yes

Dataset

Last updated: November 23, 2025 6:29 AM

Data from GitHub Advisory Database. This information is provided for research and educational purposes.