PT-2022-16082 · Google · Tensorflow

Mihaimaruseac · CVE-2022-23566 · Published 2022-02-04 · Updated 2026-07-09

Positive Technologies (AI Summary)

CVSS v3.1

8.8

High

Base vector

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

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.8.0 TensorFlow versions 2.7.0 through 2.7.1 TensorFlow versions 2.6.0 through 2.6.3 TensorFlow versions 2.5.0 through 2.5.3

Description TensorFlow is vulnerable to a heap out-of-bounds (OOB) write in Grappler. The set output function writes to an array at the specified index, giving a malicious user a write primitive.

Recommendations For versions prior to 2.8.0, update to TensorFlow 2.8.0 or later. For versions 2.7.0 through 2.7.1, update to TensorFlow 2.7.1. For versions 2.6.0 through 2.6.3, update to TensorFlow 2.6.3. For versions 2.5.0 through 2.5.3, update to TensorFlow 2.5.3.

Exploit

Fix

Memory Corruption

Weakness Enumeration

CWE-787

Related Identifiers

BIT-TENSORFLOW-2022-23566

CVE-2022-23566

GHSA-5QW5-89MW-WCG2

OPENSUSE-SU-2024:12116-1

PYSEC-2022-130

PYSEC-2022-75

PYSEC-2026-3109

Affected Products

Tensorflow

References · 17

• 🔥 https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/graph_properties.cc#L1132-L1141 · Exploit
• 🔥 https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.h#L394 · Exploit
• 🔥 https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/23xxx/CVE-2022-23566.json · Exploit
• https://github.com/tensorflow/tensorflow/commit/97282c6d0d34476b6ba033f961590b783fa184cd · Patch
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5qw5-89mw-wcg2 · Patch
• https://osv.dev/vulnerability/CVE-2022-23566 · Vendor Advisory
• https://osv.dev/vulnerability/PYSEC-2022-130 · Vendor Advisory
• https://osv.dev/vulnerability/PYSEC-2026-3109 · Vendor Advisory
• https://osv.dev/vulnerability/GHSA-5qw5-89mw-wcg2 · Vendor Advisory
• https://osv.dev/vulnerability/PYSEC-2022-75 · Vendor Advisory
• https://osv.dev/vulnerability/BIT-tensorflow-2022-23566 · Vendor Advisory
• https://nvd.nist.gov/vuln/detail/CVE-2022-23566 · Security Note
• https://github.com/tensorflow/tensorflow · Note
• https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-75.yaml · Note
• https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-130.yaml · Note