QID 981505
QID 981505: Python (pip) Security Update for tensorflow-gpu (GHSA-hp4c-x6r7-6555)
Security update has been released for tensorflow-gpu,tensorflow,tensorflow-cpu to fix the vulnerability.
Note: The preceding description block is extracted directly from the security advisory. Using automation, we have attempted to clean and format it as much as possible without introducing additional issues.
The implementation of `tf.raw_ops.SparseDenseCwiseDiv` is vulnerable to a division by 0 error:
```python
import tensorflow as tf
import numpy as np
tf.raw_ops.SparseDenseCwiseDiv(
sp_indices=np.array([[4]]),
sp_values=np.array([-400]),
sp_shape=np.array([647.]),
dense=np.array([0]))
```
The [implementation](https://github.com/tensorflow/tensorflow/blob/a1bc56203f21a5a4995311825ffaba7a670d7747/tensorflow/core/kernels/sparse_dense_binary_op_shared.cc#L56) uses a common class for all binary operations but fails to treat the division by 0 case separately.
The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.
- GHSA-hp4c-x6r7-6555 -
github.com/advisories/GHSA-hp4c-x6r7-6555
CVEs related to QID 981505
| Advisory ID | Software | Component | Link |
|---|---|---|---|
| GHSA-hp4c-x6r7-6555 | tensorflow |
|
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| GHSA-hp4c-x6r7-6555 | tensorflow-cpu |
|
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| GHSA-hp4c-x6r7-6555 | tensorflow-gpu |
|