PT-2022-23047 · Google · Tensorflow

Jingyi Shi · Published 2022-09-16 · Updated 2024-03-06 · CVE-2022-35941

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 prior to 2.10.0 TensorFlow versions 2.9.0 through 2.9.1 TensorFlow versions 2.8.0 through 2.8.1 TensorFlow versions 2.7.0 through 2.7.2

Description The AvgPoolOp function in TensorFlow takes an argument ksize that must be positive but is not checked. A negative ksize can trigger a CHECK failure and crash the program.

Recommendations For TensorFlow versions prior to 2.10.0, update to version 2.10.0 or later. For TensorFlow versions 2.9.0 through 2.9.1, update to version 2.9.1 or later. For TensorFlow versions 2.8.0 through 2.8.1, update to version 2.8.1 or later. For TensorFlow versions 2.7.0 through 2.7.2, update to version 2.7.2 or later. As a temporary workaround, consider validating the ksize argument to ensure it is positive before passing it to the AvgPoolOp function.

Exploit

Fix

Assertion Failure

Weakness Enumeration

CWE-617

Related Identifiers

BIT-TENSORFLOW-2022-35941

CVE-2022-35941

GHSA-MGMH-G2V6-MQW5

OPENSUSE-SU-2024:12355-1

Affected Products

Tensorflow

References · 10

• 🔥 https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/35xxx/CVE-2022-35941.json · Exploit
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mgmh-g2v6-mqw5 · Patch
• https://github.com/tensorflow/tensorflow/commit/3a6ac52664c6c095aa2b114e742b0aa17fdce78f · Patch
• https://osv.dev/vulnerability/GHSA-mgmh-g2v6-mqw5 · Vendor Advisory
• https://nvd.nist.gov/vuln/detail/CVE-2022-35941 · Security Note
• https://osv.dev/vulnerability/BIT-tensorflow-2022-35941 · Vendor Advisory
• https://osv.dev/vulnerability/CVE-2022-35941 · Vendor Advisory
• https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/avgpooling_op.cc#L56-L98 · Note
• https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0 · Note
• https://github.com/tensorflow/tensorflow · Note