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, there is a potential for segfault / denial of service in TensorFlow by calling `tf.compat.v1.*` ops which don't yet have support for quantized types, which was added after migration to TensorFlow 2.x. In these scenarios, since the kernel is missing, a `nullptr` value is passed to `ParseDimensionValue` for the `py_value` argument. Then, this is dereferenced, resulting in segfault. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
| Package (Ecosystem) | Introduced | Fixed | Limit |
|---|---|---|---|
| tensorflow(PyPI) | 0 | 2.6.4 | N/A |
| tensorflow(PyPI) | 2.7.0 | 2.7.2 | N/A |
| tensorflow(PyPI) | 2.8.0 | 2.8.1 | N/A |
| tensorflow-cpu(PyPI) | 0 | 2.6.4 | N/A |
| tensorflow-cpu(PyPI) | 2.7.0 | 2.7.2 | N/A |
| tensorflow-cpu(PyPI) | 2.8.0 | 2.8.1 | N/A |
| tensorflow-gpu(PyPI) | 0 | 2.6.4 | N/A |
| tensorflow-gpu(PyPI) | 2.7.0 | 2.7.2 | N/A |
| tensorflow-gpu(PyPI) | 2.8.0 | 2.8.1 | N/A |
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