Vulnerability · Published May 14, 2021 · Assigned by GitHub_M
CVE-2021-29586Division by zero in optimized pooling implementations in TFLite
Low 2.5
In plain English
A low-severity security flaw in tensorflow from tensorflow. There are no confirmed reports of exploitation so far. The chance it is exploited in the next 30 days is estimated at 0.2% (higher than 10% of all known vulnerabilities). Fixed versions are available - upgrade the affected package.
Official description
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.
Affected packages & fixed versions
| Ecosystem | Package | Fixed in | Advisory |
|---|---|---|---|
| PyPI | tensorflow | 2.3.3 | GHSA-26j7-6w8w-7922 |
| PyPI | tensorflow | 2.4.2 | GHSA-26j7-6w8w-7922 |
| PyPI | tensorflow | 2.1.4 | GHSA-26j7-6w8w-7922 |
| PyPI | tensorflow | 2.1.4, 2.2.3, 2.3.3, 2.4.2 | PYSEC-2021-223 |
| PyPI | tensorflow | 2.2.3 | GHSA-26j7-6w8w-7922 |
| PyPI | tensorflow-cpu | 2.4.2 | GHSA-26j7-6w8w-7922 |
| PyPI | tensorflow-cpu | 2.1.4 | GHSA-26j7-6w8w-7922 |
| PyPI | tensorflow-cpu | 2.2.3 | GHSA-26j7-6w8w-7922 |
| PyPI | tensorflow-cpu | 2.3.3 | GHSA-26j7-6w8w-7922 |
| PyPI | tensorflow-cpu | 2.1.4, 2.2.3, 2.3.3, 2.4.2 | PYSEC-2021-514 |
| PyPI | tensorflow-gpu | 2.3.3 | GHSA-26j7-6w8w-7922 |
| PyPI | tensorflow-gpu | 2.4.2 | GHSA-26j7-6w8w-7922 |
| PyPI | tensorflow-gpu | 2.1.4 | GHSA-26j7-6w8w-7922 |
| PyPI | tensorflow-gpu | 2.1.4, 2.2.3, 2.3.3, 2.4.2 | PYSEC-2021-712 |
| PyPI | tensorflow-gpu | 2.2.3 | GHSA-26j7-6w8w-7922 |
Affected products (as reported)
| Vendor | Product | Versions |
|---|---|---|
| tensorflow | tensorflow | < 2.1.4>= 2.2.0, < 2.2.3>= 2.3.0, < 2.3.3>= 2.4.0, < 2.4.2 |
Weakness: CWE-369 · Vector: CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L