TensorFlow is an end-to-end open source platform for machine learning. The implementation of the `BatchToSpaceNd` TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/b5ed552fe55895aee8bd8b191f744a069957d18d/tensorflow/lite/kernels/batch_to_space_nd.cc#L81-L82). An attacker can craft a model such that one dimension of the `block` input is 0. Hence, the corresponding value in `block_shape` is 0. 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.
History

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cve-icon MITRE Information

Status: PUBLISHED

Assigner: GitHub_M

Published: 2021-05-14T19:22:17

Updated: 2021-05-14T19:22:17

Reserved: 2021-03-30T00:00:00


Link: CVE-2021-29593

JSON object: View

cve-icon NVD Information

Status : Analyzed

Published: 2021-05-14T20:15:15.117

Modified: 2021-05-19T16:29:51.790


Link: CVE-2021-29593

JSON object: View

cve-icon Redhat Information

No data.

CWE