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GHSA-c94w-c95p-phf8

GitHub Security Advisory

Integer overflow in Tensorflow

✓ GitHub Reviewed HIGH Has CVE

Advisory Details

### Impact
The [implementation of `OpLevelCostEstimator::CalculateTensorSize`](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L1552-L1558) is vulnerable to an integer overflow if an attacker can create an operation which would involve a tensor with large enough number of elements:
```cc
int64_t OpLevelCostEstimator::CalculateTensorSize(
const OpInfo::TensorProperties& tensor, bool* found_unknown_shapes) {
int64_t count = CalculateTensorElementCount(tensor, found_unknown_shapes);
int size = DataTypeSize(BaseType(tensor.dtype()));
VLOG(2) << "Count: " << count << " DataTypeSize: " << size;
return count * size;
}
```
Here, `count` and `size` can be large enough to cause `count * size` to overflow.

### Patches
We have patched the issue in GitHub commit [fcd18ce3101f245b083b30655c27b239dc72221e](https://github.com/tensorflow/tensorflow/commit/fcd18ce3101f245b083b30655c27b239dc72221e).

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-c94w-c95p-phf8
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 13, 2025 6:30 AM

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