TensorFlow is an end-to-end open source platform for machine learning. The implementation of `tf.raw_ops.MaxPoolGradWithArgmax` is vulnerable to a division by 0. The implementation(https://github.com/tensorflow/tensorflow/blob/279bab6efa22752a2827621b7edb56a730233bd8/tensorflow/core/kernels/maxpooling_op.cc#L1033-L1034) fails to validate that the batch dimension of the tensor is non-zero, before dividing by this quantity. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
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History
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MITRE
Status: PUBLISHED
Assigner: GitHub_M
Published: 2021-05-14T19:16:18
Updated: 2024-08-03T22:11:05.676Z
Reserved: 2021-03-30T00:00:00
Link: CVE-2021-29573
Vulnrichment
No data.
NVD
Status : Modified
Published: 2021-05-14T20:15:13.970
Modified: 2024-11-21T06:01:24.603
Link: CVE-2021-29573
Redhat
No data.