Vulnerability · Published Feb 4, 2022 · Assigned by GitHub_M

CVE-2022-23590Crash due to erroneous `StatusOr` in Tensorflow

Medium 5.9

In plain English

A medium-severity security flaw in tensorflow from tensorflow. Proof-of-concept exploit code is public. The chance it is exploited in the next 30 days is estimated at 1.0% (higher than 62% of all known vulnerabilities). Fixed versions are available - upgrade the affected package.

Severity (CVSS 3.1)5.9Medium

Exploit odds (30 days)1.0%top 37.6% of all CVEs

Exploited in the wildNo reportsCISA SSVC: poc

Attack toolingNoneno public tooling known

Official description

Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.

Affected packages & fixed versions

Ecosystem	Package	Fixed in	Advisory
PyPI	tensorflow	2.7.1	GHSA-pqrv-8r2f-7278
PyPI	tensorflow	2.7.1	PYSEC-2026-3225
PyPI	tensorflow-cpu	2.7.1	GHSA-pqrv-8r2f-7278
PyPI	tensorflow-cpu	2.7.1	PYSEC-2022-99
PyPI	tensorflow-gpu	2.7.1	GHSA-pqrv-8r2f-7278
PyPI	tensorflow-gpu	2.7.1	PYSEC-2022-154

Affected products (as reported)

Vendor	Product	Versions
tensorflow	tensorflow	>= 2.7.0, < 2.8.0

Weakness: CWE-754 · Vector: CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H

References

https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278 x_refsource_CONFIRM
https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439 x_refsource_MISC
https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567 x_refsource_MISC