CVE-2022-29197
Medium
Description
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.UnsortedSegmentJoin` does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack. The code assumes `num_segments` is a scalar but there is no validation for this before accessing its value. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
SeverityMedium
CVSS5.5
Exploit probability—
Product
Google Tensorflow
PublishedMay 20, 2022
First seenMay 20, 2022
Weakness typeCWE-20Improper input validation
How to fix
Update
- google tensorflow2.6.4, 2.7.2 or later
- tensorflow2.6.4, 2.7.2, 2.8.1 or later
- tensorflow-cpu2.6.4, 2.7.2, 2.8.1 or later
- tensorflow-gpu2.6.4, 2.7.2, 2.8.1 or later
Affected products
| Product | Affected versions | Fixed in |
|---|---|---|
| google tensorflow | v < 2.6.4, 2.7.0 ≤ v < 2.7.2, 2.7.0, 2.8.0, 2.9.0 | 2.6.4, 2.7.2 |
| tensorflowPyPI | v < 2.6.4, 2.7.0 ≤ v < 2.7.2, 2.8.0 ≤ v < 2.8.1 | 2.6.4, 2.7.2, 2.8.1 |
| tensorflow-cpuPyPI | v < 2.6.4, 2.7.0 ≤ v < 2.7.2, 2.8.0 ≤ v < 2.8.1 | 2.6.4, 2.7.2, 2.8.1 |
| tensorflow-gpuPyPI | v < 2.6.4, 2.7.0 ≤ v < 2.7.2, 2.8.0 ≤ v < 2.8.1 | 2.6.4, 2.7.2, 2.8.1 |
Check your version
Choose the product and enter the version you run to see whether it falls in the affected range.
In the Intelligence 360 plan
Attack Surface Management
See the assets tied to your domains, the technologies they run and known vulnerabilities in one list.