TensorFlow is an end-to-end open source platform for machine learning. Optimized pooling implementations in TFLite fail to check that the stride arguments are not 0 before calling `ComputePaddingHeightWidth`(https://github.com/tensorflow/tensorflow/blob/3f24ccd932546416ec906a02ddd183b48a1d2c83/tensorflow/lite/kernels/pooling.cc#L90). Since users can craft special models which will have `params->stride_{height,width}` be zero, this will result in a division by zero. 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.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/commit/5f7975d09eac0f10ed8a17dbb6f5964977725adc | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-26j7-6w8w-7922 | Exploit Patch Third Party Advisory |
History
No history.
MITRE Information
Status: PUBLISHED
Assigner: GitHub_M
Published: 2021-05-14T19:35:25
Updated: 2021-05-14T19:35:25
Reserved: 2021-03-30T00:00:00
Link: CVE-2021-29586
JSON object: View
NVD Information
Status : Analyzed
Published: 2021-05-14T20:15:14.627
Modified: 2021-05-19T17:20:39.950
Link: CVE-2021-29586
JSON object: View
Redhat Information
No data.
CWE