PT-2022-16107 · Google · Tensorflow

Mihaimaruseac · CVE-2022-23590 · Published 2022-02-04 · Updated 2026-07-09

Positive Technologies (AI Summary)

CVSS v3.1

5.9

Medium

Base vector

AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H

Name of the Vulnerable Software and Affected Versions TensorFlow versions 2.7.0 through 2.7.0 and versions prior to 2.8.0

Description 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.

Recommendations For versions prior to 2.8.0, update to TensorFlow 2.8.0. For versions prior to 2.7.1, update to TensorFlow 2.7.1. As a temporary workaround, consider restricting the use of GraphDef from TensorFlow SavedModel until a patch is available.

Exploit

Fix

Improper Check for Exceptional Conditions

Weakness Enumeration

CWE-754

Related Identifiers

BIT-TENSORFLOW-2022-23590

CVE-2022-23590

GHSA-PQRV-8R2F-7278

OPENSUSE-SU-2024:12116-1

PYSEC-2022-154

PYSEC-2022-99

PYSEC-2026-3225

Affected Products

Tensorflow

References · 18

• 🔥 https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567 · Exploit
• 🔥 https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/23xxx/CVE-2022-23590.json · Exploit
• https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439 · Patch
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278 · Patch
• https://nvd.nist.gov/vuln/detail/CVE-2022-23590 · Security Note
• https://osv.dev/vulnerability/BIT-tensorflow-2022-23590 · Vendor Advisory
• https://osv.dev/vulnerability/PYSEC-2026-3225 · Vendor Advisory
• https://osv.dev/vulnerability/PYSEC-2022-99 · Vendor Advisory
• https://osv.dev/vulnerability/PYSEC-2022-154 · Vendor Advisory
• https://osv.dev/vulnerability/CVE-2022-23590 · Vendor Advisory
• https://osv.dev/vulnerability/GHSA-pqrv-8r2f-7278 · Vendor Advisory
• https://github.com/tensorflow/tensorflow · Note
• https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-154.yaml · Note
• https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-99.yaml · Note
• https://t.me/cibsecurity/36899 · Telegram Post