GHSA-558h-mq8x-7q9g
GitHub Security Advisory
TensorFlow has Null Pointer Error in SparseSparseMaximum
Advisory Details
### Impact
When `SparseSparseMaximum` is given invalid sparse tensors as inputs, it can give an NPE.
```python
import tensorflow as tf
tf.raw_ops.SparseSparseMaximum(
a_indices=[[1]],
a_values =[ 0.1 ],
a_shape = [2],
b_indices=[[]],
b_values =[2 ],
b_shape = [2],
)
```
### Patches
We have patched the issue in GitHub commit [5e0ecfb42f5f65629fd7a4edd6c4afe7ff0feb04](https://github.com/tensorflow/tensorflow/commit/5e0ecfb42f5f65629fd7a4edd6c4afe7ff0feb04).
The fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.
### 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 Yu Tian of Qihoo 360 AIVul Team
Affected Packages
Related CVEs
Key Information
Dataset
Data from GitHub Advisory Database. This information is provided for research and educational purposes.