QID 980183
QID 980183: Python (pip) Security Update for tensorflow-gpu (GHSA-9crf-c6qr-r273)
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 [shape inference code for `AllToAll`](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/ops/tpu_cross_replica_ops.cc#L25-L74) can be made to execute a division by 0:
```python
import tensorflow as tf
@tf.function
def func():
return tf.raw_ops.AllToAll(
input=[0.0, 0.1652, 0.6543],
group_assignment=[1, -1],
concat_dimension=0,
split_dimension=0,
split_count=0)
func()
```
This occurs whenever the `split_count` argument is 0:
```cc
TF_RETURN_IF_ERROR(c->GetAttr("split_count", &split_count));
...
for (int32_t i = 0; i < rank; ++i) {
...
dims[i] = c->MakeDim(c->Value(dims[i]) / split_count);
...
}
```
The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
- GHSA-9crf-c6qr-r273 -
github.com/advisories/GHSA-9crf-c6qr-r273
CVEs related to QID 980183
| Advisory ID | Software | Component | Link |
|---|---|---|---|
| GHSA-9crf-c6qr-r273 | tensorflow |
|
|
| GHSA-9crf-c6qr-r273 | tensorflow-cpu |
|
|
| GHSA-9crf-c6qr-r273 | tensorflow-gpu |
|