PT-2022-23117 · Google · Tensorflow

Neophytos Christou · Published 2022-09-16 · Updated 2024-03-06 · CVE-2022-36017

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 results in a segfault that can be used to trigger a denial of service attack when the Requantize function is given input min, input max, requested output min, requested output max tensors of a nonzero rank.

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 the Requantize function with tensors of nonzero rank until a patch is available.

Exploit

Fix

RCE

Weakness Enumeration

CWE-20

Related Identifiers

BIT-TENSORFLOW-2022-36017

CVE-2022-36017

GHSA-WQMC-PM8C-2JHC

OPENSUSE-SU-2024:12355-1

Affected Products

Tensorflow

References · 9

• 🔥 https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/36xxx/CVE-2022-36017.json · Exploit
• https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0 · Patch
• https://osv.dev/vulnerability/GHSA-wqmc-pm8c-2jhc · Vendor Advisory
• https://nvd.nist.gov/vuln/detail/CVE-2022-36017 · Security Note
• https://osv.dev/vulnerability/CVE-2022-36017 · Vendor Advisory
• https://osv.dev/vulnerability/BIT-tensorflow-2022-36017 · Vendor Advisory
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wqmc-pm8c-2jhc · Note
• https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0 · Note
• https://github.com/tensorflow/tensorflow · Note