Vulnerability · Published Feb 4, 2022 · Assigned by GitHub_M
CVE-2022-23565`CHECK`-failures in Tensorflow
Medium 6.5
In plain English
A medium-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 0.5% (higher than 41% of all known vulnerabilities). Fixed versions are available - upgrade the affected package.
Official description
Tensorflow is an Open Source Machine Learning Framework. An attacker can trigger denial of service via assertion failure by altering a `SavedModel` on disk such that `AttrDef`s of some operation are duplicated. 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.
Affected packages & fixed versions
| Ecosystem | Package | Fixed in | Advisory |
|---|---|---|---|
| PyPI | tensorflow | 2.5.3 | GHSA-4v5p-v5h9-6xjx |
| PyPI | tensorflow | 2.6.3 | GHSA-4v5p-v5h9-6xjx |
| PyPI | tensorflow | 2.7.1 | GHSA-4v5p-v5h9-6xjx |
| PyPI | tensorflow | 2.5.3, 2.6.3, 2.7.1 | PYSEC-2026-3102 |
| PyPI | tensorflow-cpu | 2.6.3 | GHSA-4v5p-v5h9-6xjx |
| PyPI | tensorflow-cpu | 2.7.1 | GHSA-4v5p-v5h9-6xjx |
| PyPI | tensorflow-cpu | 2.5.3, 2.6.3 | PYSEC-2022-74 |
| PyPI | tensorflow-cpu | 2.5.3 | GHSA-4v5p-v5h9-6xjx |
| PyPI | tensorflow-gpu | 2.7.1 | GHSA-4v5p-v5h9-6xjx |
| PyPI | tensorflow-gpu | 2.5.3, 2.6.3 | PYSEC-2022-129 |
| PyPI | tensorflow-gpu | 2.5.3 | GHSA-4v5p-v5h9-6xjx |
| PyPI | tensorflow-gpu | 2.6.3 | GHSA-4v5p-v5h9-6xjx |
Affected products (as reported)
| Vendor | Product | Versions |
|---|---|---|
| tensorflow | tensorflow | >= 2.7.0, < 2.7.1>= 2.6.0, < 2.6.3< 2.5.3 |
Weakness: CWE-617 · Vector: CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H