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, the implementation of `tf.ragged.constant` does not fully validate the input arguments. This results in a denial of service by consuming all available memory. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Affected products
Version statuses are supplied by the assigning organization. Consult the original record for detailed ranges and platform conditions.
tensorflow tensorflow
< 2.6.4affected>= 2.7.0rc0, < 2.7.2affected>= 2.8.0rc0, < 2.8.1affected>= 2.9.0rc0, < 2.9.0affected
References
- 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-cwpm-f78v-7m5c ↗
- https://github.com/tensorflow/tensorflow/issues/55199 ↗
- https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e ↗
- https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239 ↗