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PYSEC-2022-132
상세
Tensorflow is an Open Source Machine Learning Framework. The implementation of `AddManySparseToTensorsMap` is vulnerable to an integer overflow which results in a `CHECK`-fail when building new `TensorShape` objects (so, an assert failure based denial of service). We are missing some validation on the shapes of the input tensors as well as directly constructing a large `TensorShape` with user-provided dimensions. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
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PyPI / tensorflow-gpu
최초 영향 버전:
0 수정 버전: b51b82fe65ebace4475e3c54eb089c18a4403f1c 수정
pip install --upgrade 'tensorflow-gpu>=b51b82fe65ebace4475e3c54eb089c18a4403f1c' 참고
- https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/sparse_tensors_map_ops.cc [WEB]
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6445-fm66-fvq2 [ADVISORY]
- https://github.com/tensorflow/tensorflow/commit/b51b82fe65ebace4475e3c54eb089c18a4403f1c [FIX]
- https://github.com/tensorflow/tensorflow/commit/a68f68061e263a88321c104a6c911fe5598050a8 [FIX]