CVE-2022-41909
CVE-2022-41909 · Segfault in `CompositeTensorVariantToComponents` in Tensorflow
This page contains facts from public vulnerability sources. Check the original advisory before updating.
TensorFlow is an open source platform for machine learning. An input `encoded` that is not a valid `CompositeTensorVariant` tensor will trigger a segfault in `tf.raw_ops.CompositeTensorVariantToComponents`. We have patched the issue in GitHub commits bf594d08d377dc6a3354d9fdb494b32d45f91971 and 660ce5a89eb6766834bdc303d2ab3902aef99d3d. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
CVSS 4.8 · Medium · EPSS 0.5% · Fix available
- Published
- Updated
Stack: python
Affected products and versions
tensorflow
- Versions
- >= 2.10.0, < 2.10.1: Affected
- >= 2.9.0, < 2.9.3: Affected
- < 2.8.4: Affected
No fix published
tensorflow PyPI
- Versions
- 0.12.0
- 0.12.1
- 1.0.0
- 1.0.1
- 1.1.0
- 1.10.0
- 1.10.1
- 1.11.0
- 1.12.0
- 1.12.2
- 1.12.3
- 1.13.1
- 1.13.2
- 1.14.0
- 1.15.0
- 1.15.2
- 1.15.3
- 1.15.4
- 1.15.5
- 1.2.0
- 1.2.1
- 1.3.0
- 1.4.0
- 1.4.1
- 1.5.0
- 1.5.1
- 1.6.0
- 1.7.0
- 1.7.1
- 1.8.0
- 1.9.0
- 2.0.0
- 2.0.1
- 2.0.2
- 2.0.3
- 2.0.4
- 2.1.0
- 2.1.1
- 2.1.2
- 2.1.3
- 2.1.4
- 2.2.0
- 2.2.1
- 2.2.2
- 2.2.3
- 2.3.0
- 2.3.1
- 2.3.2
- 2.3.3
- 2.3.4
- 2.4.0
- 2.4.1
- 2.4.2
- 2.4.3
- 2.4.4
- 2.5.0
- 2.5.1
- 2.5.2
- 2.5.3
- 2.6.0
- 2.6.0rc0
- 2.6.0rc1
- 2.6.0rc2
- 2.6.1
- 2.6.2
- 2.6.3
- 2.6.4
- 2.6.5
- 2.7.0
- 2.7.0rc0
- 2.7.0rc1
- 2.7.1
- 2.7.2
- 2.7.3
- 2.7.4
- 2.8.0
- 2.8.0rc0
- 2.8.0rc1
- 2.8.1
- 2.8.2
- 2.8.3
- Affected ranges
- ECOSYSTEM: < 2.8.4
Update to 2.8.4
tensorflow PyPI
- Versions
- 2.9.0
- 2.9.1
- 2.9.2
- Affected ranges
- ECOSYSTEM: ≥ 2.9.0, < 2.9.3
Update to 2.9.3
tensorflow PyPI
- Versions
- 2.10.0
- Affected ranges
- ECOSYSTEM: ≥ 2.10.0, < 2.10.1
Update to 2.10.1
tensorflow-cpu PyPI
- Versions
- 1.15.0
- 2.1.0
- 2.1.1
- 2.1.2
- 2.1.3
- 2.1.4
- 2.2.0
- 2.2.1
- 2.2.2
- 2.2.3
- 2.3.0
- 2.3.1
- 2.3.2
- 2.3.3
- 2.3.4
- 2.4.0
- 2.4.1
- 2.4.2
- 2.4.3
- 2.4.4
- 2.5.0
- 2.5.1
- 2.5.2
- 2.5.3
- 2.6.0
- 2.6.1
- 2.6.2
- 2.6.3
- 2.6.4
- 2.6.5
- 2.7.0
- 2.7.1
- 2.7.2
- 2.7.3
- 2.7.4
- 2.8.0
- 2.8.1
- 2.8.2
- 2.8.3
- Affected ranges
- ECOSYSTEM: < 2.8.4
Update to 2.8.4
tensorflow-gpu PyPI
- Versions
- 0.12.0
- 0.12.1
- 1.0.0
- 1.0.1
- 1.1.0
- 1.10.0
- 1.10.1
- 1.11.0
- 1.12.0
- 1.12.2
- 1.12.3
- 1.13.1
- 1.13.2
- 1.14.0
- 1.15.0
- 1.15.2
- 1.15.3
- 1.15.4
- 1.15.5
- 1.2.0
- 1.2.1
- 1.3.0
- 1.4.0
- 1.4.1
- 1.5.0
- 1.5.1
- 1.6.0
- 1.7.0
- 1.7.1
- 1.8.0
- 1.9.0
- 2.0.0
- 2.0.1
- 2.0.2
- 2.0.3
- 2.0.4
- 2.1.0
- 2.1.1
- 2.1.2
- 2.1.3
- 2.1.4
- 2.2.0
- 2.2.1
- 2.2.2
- 2.2.3
- 2.3.0
- 2.3.1
- 2.3.2
- 2.3.3
- 2.3.4
- 2.4.0
- 2.4.1
- 2.4.2
- 2.4.3
- 2.4.4
- 2.5.0
- 2.5.1
- 2.5.2
- 2.5.3
- 2.6.0
- 2.6.1
- 2.6.2
- 2.6.3
- 2.6.4
- 2.6.5
- 2.7.0
- 2.7.0rc0
- 2.7.0rc1
- 2.7.1
- 2.7.2
- 2.7.3
- 2.7.4
- 2.8.0
- 2.8.0rc0
- 2.8.0rc1
- 2.8.1
- 2.8.2
- 2.8.3
- Affected ranges
- ECOSYSTEM: < 2.8.4
Update to 2.8.4
tensorflow-cpu PyPI
- Versions
- 2.9.0
- 2.9.1
- 2.9.2
- Affected ranges
- ECOSYSTEM: ≥ 2.9.0, < 2.9.3
Update to 2.9.3
tensorflow-gpu PyPI
- Versions
- 2.9.0
- 2.9.1
- 2.9.2
- Affected ranges
- ECOSYSTEM: ≥ 2.9.0, < 2.9.3
Update to 2.9.3
tensorflow-cpu PyPI
- Versions
- 2.10.0
- Affected ranges
- ECOSYSTEM: ≥ 2.10.0, < 2.10.1
Update to 2.10.1
tensorflow-gpu PyPI
- Versions
- 2.10.0
- Affected ranges
- ECOSYSTEM: ≥ 2.10.0, < 2.10.1
Update to 2.10.1
tensorflow-gpu PyPI
- Versions
- 0.12.0
- 0.12.1
- 1.0.0
- 1.0.1
- 1.1.0
- 1.10.0
- 1.10.1
- 1.11.0
- 1.12.0
- 1.12.2
- 1.12.3
- 1.13.1
- 1.13.2
- 1.14.0
- 1.15.0
- 1.15.2
- 1.15.3
- 1.15.4
- 1.15.5
- 1.2.0
- 1.2.1
- 1.3.0
- 1.4.0
- 1.4.1
- 1.5.0
- 1.5.1
- 1.6.0
- 1.7.0
- 1.7.1
- 1.8.0
- 1.9.0
- 2.0.0
- 2.0.1
- 2.0.2
- 2.0.3
- 2.0.4
- 2.1.0
- 2.1.1
- 2.1.2
- 2.1.3
- 2.1.4
- 2.10.0
- 2.2.0
- 2.2.1
- 2.2.2
- 2.2.3
- 2.3.0
- 2.3.1
- 2.3.2
- 2.3.3
- 2.3.4
- 2.4.0
- 2.4.1
- 2.4.2
- 2.4.3
- 2.4.4
- 2.5.0
- 2.5.1
- 2.5.2
- 2.5.3
- 2.6.0
- 2.6.1
- 2.6.2
- 2.6.3
- 2.6.4
- 2.6.5
- 2.7.0
- 2.7.0rc0
- 2.7.0rc1
- 2.7.1
- 2.7.2
- 2.7.3
- 2.7.4
- 2.8.0
- 2.8.0rc0
- 2.8.0rc1
- 2.8.1
- 2.8.2
- 2.8.3
- 2.9.0
- 2.9.1
- 2.9.2
- Affected ranges
- ECOSYSTEM: < 2.8.4 ∪ ≥ 2.9.0, < 2.9.3 ∪ ≥ 2.10.0, < 2.10.1
Update to 2.8.4; Update to 2.9.3; Update to 2.10.1
tensorflow PyPI
- Versions
- 0.12.0
- 0.12.1
- 1.0.0
- 1.0.1
- 1.1.0
- 1.10.0
- 1.10.1
- 1.11.0
- 1.12.0
- 1.12.2
- 1.12.3
- 1.13.1
- 1.13.2
- 1.14.0
- 1.15.0
- 1.15.2
- 1.15.3
- 1.15.4
- 1.15.5
- 1.2.0
- 1.2.1
- 1.3.0
- 1.4.0
- 1.4.1
- 1.5.0
- 1.5.1
- 1.6.0
- 1.7.0
- 1.7.1
- 1.8.0
- 1.9.0
- 2.0.0
- 2.0.1
- 2.0.2
- 2.0.3
- 2.0.4
- 2.1.0
- 2.1.1
- 2.1.2
- 2.1.3
- 2.1.4
- 2.10.0
- 2.2.0
- 2.2.1
- 2.2.2
- 2.2.3
- 2.3.0
- 2.3.1
- 2.3.2
- 2.3.3
- 2.3.4
- 2.4.0
- 2.4.1
- 2.4.2
- 2.4.3
- 2.4.4
- 2.5.0
- 2.5.1
- 2.5.2
- 2.5.3
- 2.6.0
- 2.6.0rc0
- 2.6.0rc1
- 2.6.0rc2
- 2.6.1
- 2.6.2
- 2.6.3
- 2.6.4
- 2.6.5
- 2.7.0
- 2.7.0rc0
- 2.7.0rc1
- 2.7.1
- 2.7.2
- 2.7.3
- 2.7.4
- 2.8.0
- 2.8.0rc0
- 2.8.0rc1
- 2.8.1
- 2.8.2
- 2.8.3
- 2.9.0
- 2.9.1
- 2.9.2
- Affected ranges
- ECOSYSTEM: < 2.8.4 ∪ ≥ 2.9.0, < 2.9.3 ∪ ≥ 2.10.0, < 2.10.1
Update to 2.8.4; Update to 2.9.3; Update to 2.10.1
tensorflow-cpu PyPI
- Versions
- 1.15.0
- 2.1.0
- 2.1.1
- 2.1.2
- 2.1.3
- 2.1.4
- 2.10.0
- 2.2.0
- 2.2.1
- 2.2.2
- 2.2.3
- 2.3.0
- 2.3.1
- 2.3.2
- 2.3.3
- 2.3.4
- 2.4.0
- 2.4.1
- 2.4.2
- 2.4.3
- 2.4.4
- 2.5.0
- 2.5.1
- 2.5.2
- 2.5.3
- 2.6.0
- 2.6.1
- 2.6.2
- 2.6.3
- 2.6.4
- 2.6.5
- 2.7.0
- 2.7.1
- 2.7.2
- 2.7.3
- 2.7.4
- 2.8.0
- 2.8.1
- 2.8.2
- 2.8.3
- 2.9.0
- 2.9.1
- 2.9.2
- Affected ranges
- ECOSYSTEM: < 2.8.4 ∪ ≥ 2.9.0, < 2.9.3 ∪ ≥ 2.10.0, < 2.10.1
Update to 2.8.4; Update to 2.9.3; Update to 2.10.1
Original sources
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rjx6-v474-2ch9
- https://github.com/tensorflow/tensorflow/commit/660ce5a89eb6766834bdc303d2ab3902aef99d3d
- https://github.com/tensorflow/tensorflow/commit/bf594d08d377dc6a3354d9fdb494b32d45f91971
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/lib/core/py_func.cc
- https://nvd.nist.gov/vuln/detail/CVE-2022-41909