PT-2022-16088 · Google · Tensorflow

Mihaimaruseac · Published 2022-02-04 · Updated 2024-03-06 · CVE-2022-23571

Positive Technologies (AI Summary)

CVSS v4.0

7.1

High

Base vector

AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N

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

Description When decoding a tensor from protobuf, a TensorFlow process can encounter cases where a CHECK assertion is invalidated based on user-controlled arguments, if the tensors have an invalid dtype and 0 elements or an invalid shape. This allows attackers to cause denial of services in TensorFlow processes.

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

Exploit

Fix

Assertion Failure

Weakness Enumeration

CWE-617

Related Identifiers

BIT-TENSORFLOW-2022-23571

CVE-2022-23571

GHSA-J3MJ-FHPQ-QQJJ

OPENSUSE-SU-2024:12116-1

PYSEC-2022-135

PYSEC-2022-80

Affected Products

Tensorflow

References · 12

• 🔥 https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/23xxx/CVE-2022-23571.json · Exploit
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j3mj-fhpq-qqjj · Patch
• https://github.com/tensorflow/tensorflow/commit/5b491cd5e41ad63735161cec9c2a568172c8b6a3 · Patch
• https://nvd.nist.gov/vuln/detail/CVE-2022-23571 · Security Note
• https://osv.dev/vulnerability/GHSA-j3mj-fhpq-qqjj · Vendor Advisory
• https://osv.dev/vulnerability/PYSEC-2022-135 · Vendor Advisory
• https://osv.dev/vulnerability/CVE-2022-23571 · Vendor Advisory
• https://osv.dev/vulnerability/BIT-tensorflow-2022-23571 · Vendor Advisory
• https://osv.dev/vulnerability/PYSEC-2022-80 · Vendor Advisory
• https://github.com/tensorflow/tensorflow · Note
• https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-135.yaml · Note
• https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-80.yaml · Note