Loading HuntDB...

GHSA-wm93-f238-7v37

GitHub Security Advisory

Integer overflow in Tensorflow

✓ GitHub Reviewed HIGH Has CVE

Advisory Details

### Impact
The [implementation of `OpLevelCostEstimator::CalculateOutputSize`](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L1598-L1617) is vulnerable to an integer overflow if an attacker can create an operation which would involve tensors with large enough number of elements:
```cc
for (const auto& dim : output_shape.dim()) {
output_size *= dim.size();
}
```

Here, we can have a large enough number of dimensions in `output_shape.dim()` or just a small number of dimensions being large enough to cause an overflow in the multiplication.

### Patches
We have patched the issue in GitHub commit [b9bd6cfd1c50e6807846af9a86f9b83cafc9c8ae](https://github.com/tensorflow/tensorflow/commit/b9bd6cfd1c50e6807846af9a86f9b83cafc9c8ae).

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-wm93-f238-7v37
Published
February 10, 2022 12:32 AM
Last Modified
November 13, 2024 10:48 PM
CVSS Score
7.5 /10
Primary Ecosystem
PyPI
Primary Package
tensorflow
GitHub Reviewed
✓ Yes

Dataset

Last updated: September 12, 2025 6:34 AM

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