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GHSA-5qw5-89mw-wcg2

GitHub Security Advisory

Out of bounds write in Tensorflow

✓ GitHub Reviewed HIGH Has CVE

Advisory Details

### Impact
TensorFlow is vulnerable to a heap OOB write in [Grappler](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/graph_properties.cc#L1132-L1141):

```cc
Status SetUnknownShape(const NodeDef* node, int output_port) {
shape_inference::ShapeHandle shape =
GetUnknownOutputShape(node, output_port);
InferenceContext* ctx = GetContext(node);
if (ctx == nullptr) {
return errors::InvalidArgument("Missing context");
}
ctx->set_output(output_port, shape);
return Status::OK();
}
```

The [`set_output`](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.h#L394) function writes to an array at the specified index:

```cc
void set_output(int idx, ShapeHandle shape) { outputs_.at(idx) = shape; }
```

Hence, this gives a malicious user a write primitive.

### Patches
We have patched the issue in GitHub commit [97282c6d0d34476b6ba033f961590b783fa184cd](https://github.com/tensorflow/tensorflow/commit/97282c6d0d34476b6ba033f961590b783fa184cd).

The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, 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.

Affected Packages

PyPI tensorflow
Affected versions: 0 (fixed in 2.5.3)
PyPI tensorflow
Affected versions: 2.6.0 (fixed in 2.6.3)
PyPI tensorflow
Affected versions: 2.7.0 (fixed in 2.7.1)
PyPI tensorflow-cpu
Affected versions: 0 (fixed in 2.5.3)
PyPI tensorflow-cpu
Affected versions: 2.6.0 (fixed in 2.6.3)
PyPI tensorflow-cpu
Affected versions: 2.7.0 (fixed in 2.7.1)
PyPI tensorflow-gpu
Affected versions: 0 (fixed in 2.5.3)
PyPI tensorflow-gpu
Affected versions: 2.6.0 (fixed in 2.6.3)
PyPI tensorflow-gpu
Affected versions: 2.7.0 (fixed in 2.7.1)

Related CVEs

Key Information

GHSA ID
GHSA-5qw5-89mw-wcg2
Published
February 9, 2022 11:55 PM
Last Modified
November 13, 2024 10:41 PM
CVSS Score
7.5 /10
Primary Ecosystem
PyPI
Primary Package
tensorflow
GitHub Reviewed
✓ Yes

Dataset

Last updated: September 14, 2025 6:31 AM

Data from GitHub Advisory Database. This information is provided for research and educational purposes.