PT-2022-16078 · Google · Tensorflow

Mihaimaruseac · Published 2022-02-04 · Updated 2024-03-06 · CVE-2022-23562

Positive Technologies (AI Summary)

CVSS v3.1

7.6

High

Base vector

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

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.8.0 TensorFlow versions 2.7.1 and earlier TensorFlow versions 2.6.3 and earlier TensorFlow versions 2.5.3 and earlier

Description The implementation of Range suffers from integer overflows, which can trigger undefined behavior or extremely large allocations.

Recommendations For versions prior to 2.8.0, update to TensorFlow 2.8.0 or later. For versions prior to 2.7.1, update to TensorFlow 2.7.1 or later. For versions prior to 2.6.3, update to TensorFlow 2.6.3 or later. For versions prior to 2.5.3, update to TensorFlow 2.5.3 or later.

Exploit

Fix

Integer Overflow

Weakness Enumeration

CWE-190

Related Identifiers

BIT-TENSORFLOW-2022-23562

CVE-2022-23562

GHSA-QX3F-P745-W4HR

OPENSUSE-SU-2024:12116-1

PYSEC-2022-126

PYSEC-2022-71

Affected Products

Tensorflow

References · 14

• 🔥 https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/23xxx/CVE-2022-23562.json · Exploit
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qx3f-p745-w4hr · Patch
• https://github.com/tensorflow/tensorflow/commit/f0147751fd5d2ff23251149ebad9af9f03010732 · Patch
• https://osv.dev/vulnerability/PYSEC-2022-126 · Vendor Advisory
• https://nvd.nist.gov/vuln/detail/CVE-2022-23562 · Security Note
• https://osv.dev/vulnerability/CVE-2022-23562 · Vendor Advisory
• https://osv.dev/vulnerability/PYSEC-2022-71 · Vendor Advisory
• https://osv.dev/vulnerability/GHSA-qx3f-p745-w4hr · Vendor Advisory
• https://osv.dev/vulnerability/BIT-tensorflow-2022-23562 · Vendor Advisory
• https://github.com/tensorflow/tensorflow/pull/51733 · Note
• https://github.com/tensorflow/tensorflow/issues/52676 · Note
• https://github.com/tensorflow/tensorflow · Note
• https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-126.yaml · Note
• https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-71.yaml · Note