AI and data stack advisories

Severe, 6 weeks1496Projects326

1496 severe, 6 weeks · 326 projects

TensorFlowGHSA-v768-w7m9-2vmm

Reference binding to nullptr in shape inference

TensorFlow

CVE-2021-37676 · Published Aug 25, 2021 · updated Jul 8, 2026

High7.8
Fix: upgrade to 2.3.4 or later (3 fixed versions below)
GitHub advisory

Impact

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.

Patches

We have patched the issue in GitHub commit [578e634b4f1c1c684d4b4294f9e5281b2133b3ed](https://github.com/tensorflow/tensorflow/commit/578e634b4f1c1c684d4b4294f9e5281b2133b3ed).

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.

For more information

Please consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.

Attribution

This vulnerability has been reported by Yakun Zhang of Baidu Security

Affected versions

PackageAffectedFixed in
tensorflow
PyPI
< 2.3.42.3.4
>= 2.4.0, < 2.4.32.4.3
>= 2.5.0, < 2.5.12.5.1
Details and references

More TensorFlow advisories

All TensorFlow