CVE-2022-29203
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of tf.raw_ops.SpaceToBatchND (in all backends such as XLA and handwritten kernels) is vulnerable to an integer overflow: The result of this integer overflow is used to allocate the output tensor, hence we get a denial of service via a CHECK-failure (assertion failure), as in TFSA-2021-198. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
| Software | From | Fixed in |
|---|---|---|
| google / tensorflow | 2.7.0-rc1 | 2.7.0-rc1.x |
| google / tensorflow | 2.7.0-rc0 | 2.7.0-rc0.x |
| google / tensorflow | 2.7.0 | 2.7.2 |
| google / tensorflow | - | 2.6.4 |
| google / tensorflow | 2.8.0-rc0 | 2.8.0-rc0.x |
| google / tensorflow | 2.8.0-rc1 | 2.8.0-rc1.x |
| google / tensorflow | 2.9.0-rc1 | 2.9.0-rc1.x |
| google / tensorflow | 2.9.0-rc0 | 2.9.0-rc0.x |
| google / tensorflow | 2.8.0 | 2.8.0.x |
tensorflow
|
- | 2.6.4 |
|
tensorflow
|
2.7.0 | 2.7.2 |
|
tensorflow
|
2.8.0 | 2.8.1 |
|
tensorflow-cpu
|
- | 2.6.4 |
|
tensorflow-cpu
|
2.7.0 | 2.7.2 |
|
tensorflow-cpu
|
2.8.0 | 2.8.1 |
|
tensorflow-gpu
|
- | 2.6.4 |
|
tensorflow-gpu
|
2.7.0 | 2.7.2 |
|
tensorflow-gpu
|
2.8.0 | 2.8.1 |
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
- https://github.com/tensorflow/tensorflow/commit/acd56b8bcb72b163c834ae4f18469047b001fadf
- https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
- https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
- https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
- https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jjm6-4vf7-cjh4
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