Safety vulnerability ID: 49291
The information on this page was manually curated by our Cybersecurity Intelligence Team.
Tensorflow-federated 0.25.0 updates its dependency 'TensorFlow' to v2.9.0 to include security fixes.
Latest version: 0.78.0
TensorFlow Federated is an open-source federated learning framework.
Major Features and Improvements
* Adds error message logging to TFF C++ execution context.
* Adds test coverage for C++ runtime with aggregators.
* Redefines 'workers going down with fixed clients per round' test.
* Add complete examples of using `DataBackend` with TFF comps.
* Updated the MapReduceForm documentation to include the two additional secure
sum intrinsics.
* tff.learning
* Relax the type check on LearningProcess from strictly SequenceType to
also allow structures of SequenceType.
Breaking Changes
* Remove usage of `tff.test.TestCase`, `tff.test.main()`, and delete
`test_case` module.
* Update test utility docstrings to use consistent vocabulary.
* Update to TensorFlow 2.9.0
* Rename up `compiler/test_utils` to `compiler/building_block_test_utils`.
* Remove some unnecessary usage of `pytype: skip-file`.
* Specify the `None` return type of `ReleaseManager.release`.
* Remove usage of deprecated numpy types.
* Replace depreciated `random_integers` with `randint`.
Bug Fixes
* Fix numpy warning.
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