QID 982456

QID 982456: Python (pip) Security Update for tensorflow (GHSA-v52p-hfjf-wg88)

Security update has been released for tensorflow 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 the `SpaceToBatchNd` TFLite operator is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/412c7d9bb8f8a762c5b266c9e73bfa165f29aac8/tensorflow/lite/kernels/space_to_batch_nd.cc#L82-L83):

```cc
TF_LITE_ENSURE_EQ(context, final_dim_size % block_shape[dim], 0);
output_size->data[dim + 1] = final_dim_size / block_shape[dim];
```

An attacker can craft a model such that one dimension of the `block` input is 0. Hence, the corresponding value in `block_shape` is 0.

CVSS V3 rated as High - 7.8 severity.

CVSS V2 rated as Medium - 4.6 severity.

Solution

We have patched the issue in GitHub commit [6d36ba65577006affb272335b7c1abd829010708](https://github.com/tensorflow/tensorflow/commit/6d36ba65577006affb272335b7c1abd829010708).

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.

Vendor References

GHSA-v52p-hfjf-wg88 - github.com/advisories/GHSA-v52p-hfjf-wg88

CVEs related to QID 982456

CVE-2021-29597 |

Software Advisories

Advisory ID	Software	Component	Link
GHSA-v52p-hfjf-wg88	tensorflow		github.com/advisories/GHSA-v52p-hfjf-wg88

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