Reachable Assertion in Tensorflow
High6.5CVE-2022-23571 · Published Feb 9, 2022 · updated Jul 13, 2026
### Impact When decoding a tensor from protobuf, a TensorFlow process can encounter cases where a `CHECK` assertion is invalidated based on user controlled arguments, if the tensors have an invalid `dtype` and 0 elements or an invalid shape. This allows attackers to cause denial of services in TensorFlow processes. ### Patches We have patched the issue in GitHub commit [5b491cd5e41ad63735161cec9c2a568172c8b6a3](https://github.com/tensorflow/tensorflow/commit/5b491cd5e41ad63735161cec9c2a568172c8b6a3). 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 versions
| Package | Affected | Fixed in |
|---|---|---|
| tensorflow PyPI | < 2.5.3 | 2.5.3 |
| >= 2.6.0, < 2.6.3 | 2.6.3 | |
| >= 2.7.0, < 2.7.1 | 2.7.1 |
Details and references
- CVSS 3.1
- CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
- Severity from
- GitHub (reviewed advisory)
- Weakness
- CWE-617
- Also known as
- BIT-tensorflow-2022-23571, CVE-2022-23571, PYSEC-2022-135, PYSEC-2022-80, PYSEC-2026-3204
- github.com/tensorflow/tensorflow/security/advisories/GHSA-j3mj-fhpq-qqjj
- nvd.nist.gov/vuln/detail/CVE-2022-23571
- github.com/tensorflow/tensorflow/commit/5b491cd5e41ad63735161cec9c2a568172c8b6a3
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-80.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-135.yaml
- github.com/tensorflow/tensorflow
More TensorFlow advisories
All TensorFlow| Date | Advisory | Severity | Fixed in |
|---|---|---|---|
| Feb 92022 | Use after free in `DecodePng` kernel | High7.6 | 2.5.3+2 more |
| Feb 92022 | Out of bounds write in Tensorflow | High8.8 | 2.5.3+2 more |
| Feb 92022 | Reachable Assertion in Tensorflow | High6.5 | 2.5.3+2 more |
| Feb 92022 | Insecure temporary file in Tensorflow | High7.1 | 2.5.3+2 more |
| Feb 92022 | Integer overflow in Tensorflow | High7.6 | 2.5.3+2 more |
| Feb 92022 | Out of bounds write in TFLite | High8.8 | 2.5.3+2 more |