Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateOutputSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve tensors with large enough number of elements. We can have a large enough number of dimensions in `output_shape.dim()` or just a small number of dimensions being large enough to cause an overflow in the multiplication. 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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References
History
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MITRE
Status: PUBLISHED
Assigner: GitHub_M
Published: 2022-02-04T22:32:22
Updated: 2024-08-03T03:43:46.574Z
Reserved: 2022-01-19T00:00:00
Link: CVE-2022-23576
Vulnrichment
No data.
NVD
Status : Modified
Published: 2022-02-04T23:15:14.447
Modified: 2024-11-21T06:48:50.993
Link: CVE-2022-23576
Redhat
No data.