CVE-2022-41897
CVE-2022-41897 · `FractionalMaxPoolGrad` Heap out of bounds read 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. If `FractionMaxPoolGrad` is given outsize inputs `row_pooling_sequence` and `col_pooling_sequence`, TensorFlow will crash. We have patched the issue in GitHub commit d71090c3e5ca325bdf4b02eb236cfb3ee823e927. 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 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
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
Original sources
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f2w8-jw48-fr7j
- https://github.com/tensorflow/tensorflow/commit/d71090c3e5ca325bdf4b02eb236cfb3ee823e927
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/fractional_max_pool_op.cc
- https://nvd.nist.gov/vuln/detail/CVE-2022-41897