QID 982444

QID 982444: Python (pip) Security Update for tensorflow-gpu (GHSA-9rpc-5v9q-5r7f)

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.

Incomplete validation in `SparseReshape` results in a denial of service based on a `CHECK`-failure.

```python
import tensorflow as tf

input_indices = tf.constant(41, shape=[1, 1], dtype=tf.int64)
input_shape = tf.zeros([11], dtype=tf.int64)
new_shape = tf.zeros([1], dtype=tf.int64)

tf.raw_ops.SparseReshape(input_indices=input_indices,
input_shape=input_shape,
new_shape=new_shape)
```

The [implementation](https://github.com/tensorflow/tensorflow/blob/e87b51ce05c3eb172065a6ea5f48415854223285/tensorflow/core/kernels/sparse_reshape_op.cc#L40) has no validation that the input arguments specify a valid sparse tensor.

  • CVSS V3 rated as Medium - 5.5 severity.
  • CVSS V2 rated as Low - 2.1 severity.
  • Solution
    We have patched the issue in GitHub commit [1d04d7d93f4ed3854abf75d6b712d72c3f70d6b6](https://github.com/tensorflow/tensorflow/commit/1d04d7d93f4ed3854abf75d6b712d72c3f70d6b6).

    The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 and TensorFlow 2.3.3, as these are the only affected versions.
    Vendor References

    CVEs related to QID 982444

    Software Advisories
    Advisory ID Software Component Link
    GHSA-9rpc-5v9q-5r7f tensorflow URL Logo github.com/advisories/GHSA-9rpc-5v9q-5r7f
    GHSA-9rpc-5v9q-5r7f tensorflow-cpu URL Logo github.com/advisories/GHSA-9rpc-5v9q-5r7f
    GHSA-9rpc-5v9q-5r7f tensorflow-gpu URL Logo github.com/advisories/GHSA-9rpc-5v9q-5r7f

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