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 |
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 |
Configurations
Configuration 1 (hide)
|
History
21 Nov 2024, 06:01
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/commit/5f7975d09eac0f10ed8a17dbb6f5964977725adc - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-26j7-6w8w-7922 - Exploit, Patch, Third Party Advisory | |
CVSS |
v2 : v3 : |
v2 : 4.6
v3 : 2.5 |
Information
Published : 2021-05-14 20:15
Updated : 2024-11-21 06:01
NVD link : CVE-2021-29586
Mitre link : CVE-2021-29586
CVE.ORG link : CVE-2021-29586
JSON object : View
Products Affected
- tensorflow
CWE
CWE-369
Divide By Zero