CVE-2022-29207
Description
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, multiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid. In graph mode, it would have been impossible to perform these API calls, but migration to TF 2.x eager mode opened up this vulnerability. If the resource handle is empty, then a reference is bound to a null pointer inside TensorFlow codebase (various codepaths). This is undefined behavior. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
How to fix
- google tensorflow2.6.4, 2.7.2 or later
- tensorflow2.6.4, 2.7.2, 2.8.1 or later
- tensorflow-cpu2.6.4, 2.7.2, 2.8.1 or later
- tensorflow-gpu2.6.4, 2.7.2, 2.8.1 or later
Affected products
| Product | Affected versions | Fixed in |
|---|---|---|
| google tensorflow | v < 2.6.4, 2.7.0 ≤ v < 2.7.2, 2.7.0, 2.8.0, 2.9.0 | 2.6.4, 2.7.2 |
| tensorflowPyPI | v < 2.6.4, 2.7.0 ≤ v < 2.7.2, 2.8.0 ≤ v < 2.8.1 | 2.6.4, 2.7.2, 2.8.1 |
| tensorflow-cpuPyPI | v < 2.6.4, 2.7.0 ≤ v < 2.7.2, 2.8.0 ≤ v < 2.8.1 | 2.6.4, 2.7.2, 2.8.1 |
| tensorflow-gpuPyPI | v < 2.6.4, 2.7.0 ≤ v < 2.7.2, 2.8.0 ≤ v < 2.8.1 | 2.6.4, 2.7.2, 2.8.1 |
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