CVE-2022-23557
Medium
Description
Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would trigger a division by zero in `BiasAndClamp` implementation. There is no check that the `bias_size` is non zero. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
SeverityMedium
CVSS6.5
Exploit probability—
Product
Google Tensorflow
PublishedFeb 4, 2022
First seenFeb 4, 2022
Weakness typeCWE-369CWE-369
How to fix
Update
- tensorflow2.5.3, 2.6.3, 2.7.1 or later
- tensorflow-cpu2.5.3, 2.6.3, 2.7.1 or later
- tensorflow-gpu2.5.3, 2.6.3, 2.7.1 or later
Affected products
| Product | Affected versions | Fixed in |
|---|---|---|
| google tensorflow | v ≤ 2.5.2, 2.6.0 ≤ v ≤ 2.6.2, 2.7.0 | — |
| tensorflowPyPI | v < 2.5.3, 2.6.0 ≤ v < 2.6.3, 2.7.0 ≤ v < 2.7.1 | 2.5.3, 2.6.3, 2.7.1 |
| tensorflow-cpuPyPI | v < 2.5.3, 2.6.0 ≤ v < 2.6.3, 2.7.0 ≤ v < 2.7.1 | 2.5.3, 2.6.3, 2.7.1 |
| tensorflow-gpuPyPI | v < 2.5.3, 2.6.0 ≤ v < 2.6.3, 2.7.0 ≤ v < 2.7.1 | 2.5.3, 2.6.3, 2.7.1 |
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