Out of bounds write in grappler in Tensorflow
High7.1CVE-2022-41902 · Published Nov 21, 2022 · updated Jul 13, 2026
Affected versions
| Package | Affected | Fixed in |
|---|---|---|
| tensorflow PyPI | < 2.8.4 | 2.8.4 |
| >= 2.9.0, < 2.9.3 | 2.9.3 | |
| >= 2.10.0, < 2.10.1 | 2.10.1 |
Details and references
### Impact The function [MakeGrapplerFunctionItem](https://https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/grappler/utils/functions.cc#L221) takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. ### Patches We have patched the issue in GitHub commit [a65411a1d69edfb16b25907ffb8f73556ce36bb7](https://github.com/tensorflow/tensorflow/commit/a65411a1d69edfb16b25907ffb8f73556ce36bb7). The fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.10.1. ### 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.
- CVSS 3.1
- CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H
- Severity from
- GitHub (reviewed advisory)
- Weakness
- CWE-125, CWE-787
- Also known as
- BIT-tensorflow-2022-41902, CVE-2022-41902, PYSEC-2026-3161, PYSEC-2026-3310, PYSEC-2026-981
- github.com/tensorflow/tensorflow/security/advisories/GHSA-cg88-rpvp-cjv5
- nvd.nist.gov/vuln/detail/CVE-2022-41902
- github.com/tensorflow/tensorflow/commit/a65411a1d69edfb16b25907ffb8f73556ce36bb7
- github.com/tensorflow/tensorflow
- github.com/tensorflow/tensorflow/blob/master/tensorflow/core/grappler/utils/functions.cc#L221
More TensorFlow advisories
All TensorFlow| Date | Advisory | Severity | Fixed in |
|---|---|---|---|
| Nov 212022 | Out of bounds segmentation fault due to unequal op inputs in Tensorflow CVE-2022-41883Medium6.8fixed in 2.10.1 | Medium6.8 | 2.10.1 |
| Nov 212022 | Seg fault in `ndarray_tensor_bridge` due to zero and large inputs CVE-2022-41884Medium4.8fixed in 2.8.4, 2.9.3, 2.10.1 | Medium4.8 | 2.8.4, 2.9.3, 2.10.1 |
| Nov 212022 | Overflow in `FusedResizeAndPadConv2D` CVE-2022-41885Medium4.8fixed in 2.7.4, 2.8.1, 2.9.1 | Medium4.8 | 2.7.4, 2.8.1, 2.9.1 |
| Nov 212022 | Overflow in `ImageProjectiveTransformV2` CVE-2022-41886Medium4.8fixed in 2.8.4, 2.9.3, 2.10.1 | Medium4.8 | 2.8.4, 2.9.3, 2.10.1 |
| Nov 212022 | Overflow in `tf.keras.losses.poisson` CVE-2022-41887Medium4.8fixed in 2.9.3, 2.10.1 | Medium4.8 | 2.9.3, 2.10.1 |
| Nov 212022 | FPE in `tf.image.generate_bounding_box_proposals` CVE-2022-41888Medium4.8fixed in 2.8.4, 2.9.3, 2.10.1 | Medium4.8 | 2.8.4, 2.9.3, 2.10.1 |