QID 981545
QID 981545: Python (pip) Security Update for tensorflow-gpu (GHSA-v768-w7m9-2vmm)
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.
An attacker can cause undefined behavior via binding a reference to null pointer in `tf.raw_ops.SparseFillEmptyRows`:
```python
import tensorflow as tf
tf.compat.v1.disable_v2_behavior()
tf.raw_ops.SparseFillEmptyRows(
indices = tf.constant([], shape=[0, 0], dtype=tf.int64),
values = tf.constant([], shape=[0], dtype=tf.int64),
dense_shape = tf.constant([], shape=[0], dtype=tf.int64),
default_value = 0)
```
The shape inference [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/ops/sparse_ops.cc#L608-L634) does not validate that the input arguments are not empty tensors.
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-v768-w7m9-2vmm -
github.com/advisories/GHSA-v768-w7m9-2vmm
CVEs related to QID 981545
| Advisory ID | Software | Component | Link |
|---|---|---|---|
| GHSA-v768-w7m9-2vmm | tensorflow |
|
|
| GHSA-v768-w7m9-2vmm | tensorflow-cpu |
|
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| GHSA-v768-w7m9-2vmm | tensorflow-gpu |
|