PT-2022-23119 · Google · Tensorflow

Neophytos Christou · Published 2022-09-16 · Updated 2024-03-06 · CVE-2022-36019

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 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier

Description The issue arises when FakeQuantWithMinMaxVarsPerChannel is given min or max tensors of a rank other than one, resulting in a CHECK fail that can be used to trigger a denial of service attack.

Recommendations For versions prior to 2.10.0, update to TensorFlow 2.10.0 or later. For versions 2.9.1 and earlier, update to TensorFlow 2.9.1 or later. For versions 2.8.1 and earlier, update to TensorFlow 2.8.1 or later. For versions 2.7.2 and earlier, update to TensorFlow 2.7.2 or later. As a temporary workaround, consider avoiding the use of FakeQuantWithMinMaxVarsPerChannel with min or max tensors of a rank other than one until a patch is available.

Exploit

Fix

Assertion Failure

Weakness Enumeration

CWE-617

Related Identifiers

BIT-TENSORFLOW-2022-36019

CVE-2022-36019

GHSA-9J4V-PP28-MXV7

OPENSUSE-SU-2024:12355-1

Affected Products

Tensorflow

References · 12

• 🔥 https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/36xxx/CVE-2022-36019.json · Exploit
• https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0 · Patch
• https://nvd.nist.gov/vuln/detail/CVE-2022-36019 · Security Note
• https://osv.dev/vulnerability/CVE-2022-36019 · Vendor Advisory
• https://osv.dev/vulnerability/GHSA-9j4v-pp28-mxv7 · Vendor Advisory
• https://osv.dev/vulnerability/BIT-tensorflow-2022-36019 · Vendor Advisory
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9j4v-pp28-mxv7 · Note
• https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0 · Note
• https://github.com/tensorflow/tensorflow · Note
• https://t.me/cvenotify/36504 · Telegram Post
• https://t.me/cibsecurity/50004 · Telegram Post
• https://t.me/cvenotify/36381 · Telegram Post