QID 982481

QID 982481: Python (pip) Security Update for tensorflow-gpu (GHSA-4p4p-www8-8fv9)

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 trigger undefined behavior by binding to null pointer in `tf.raw_ops.ParameterizedTruncatedNormal`:

```python
import tensorflow as tf

shape = tf.constant([], shape=[0], dtype=tf.int32)
means = tf.constant((1), dtype=tf.float32)
stdevs = tf.constant((1), dtype=tf.float32)
minvals = tf.constant((1), dtype=tf.float32)
maxvals = tf.constant((1), dtype=tf.float32)

tf.raw_ops.ParameterizedTruncatedNormal(
shape=shape, means=means, stdevs=stdevs, minvals=minvals, maxvals=maxvals)
```

This is because the [implementation](https://github.com/tensorflow/tensorflow/blob/3f6fe4dfef6f57e768260b48166c27d148f3015f/tensorflow/core/kernels/parameterized_truncated_normal_op.cc#L630) does not validate input arguments before accessing the first element of `shape`:

```cc
int32 num_batches = shape_tensor.flat<int32>()(0);
```

If `shape` argument is empty, then `shape_tensor.flat<T>()` is an empty array.

  • 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 [5e52ef5a461570cfb68f3bdbbebfe972cb4e0fd8](https://github.com/tensorflow/tensorflow/commit/5e52ef5a461570cfb68f3bdbbebfe972cb4e0fd8).

    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

    CVEs related to QID 982481

    Software Advisories
    Advisory ID Software Component Link
    GHSA-4p4p-www8-8fv9 tensorflow URL Logo github.com/advisories/GHSA-4p4p-www8-8fv9
    GHSA-4p4p-www8-8fv9 tensorflow-cpu URL Logo github.com/advisories/GHSA-4p4p-www8-8fv9
    GHSA-4p4p-www8-8fv9 tensorflow-gpu URL Logo github.com/advisories/GHSA-4p4p-www8-8fv9

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