PT-2022-26130 · Google · Tensorflow

Zizhuang Deng · Published 2022-11-18 · Updated 2024-03-06 · CVE-2022-41899

Positive Technologies (AI Summary)

CVSS v3.1

4.8

Medium

Base vector

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

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.11 TensorFlow versions 2.10.1 and earlier TensorFlow versions 2.9.3 and earlier TensorFlow versions 2.8.4 and earlier

Description TensorFlow is an open source platform for machine learning. Inputs dense features or example state data not of rank 2 will trigger a CHECK fail in SdcaOptimizer.

Recommendations For versions prior to 2.11, update to TensorFlow 2.11 or later. For versions 2.10.1 and earlier, update to TensorFlow 2.10.1 or later. For versions 2.9.3 and earlier, update to TensorFlow 2.9.3 or later. For versions 2.8.4 and earlier, update to TensorFlow 2.8.4 or later. As a temporary workaround, consider disabling the SdcaOptimizer function until a patch is available. Restrict access to the dense features and example state data parameters to minimize the risk of exploitation.

Exploit

Fix

Assertion Failure

RCE

Weakness Enumeration

CWE-617

CWE-20

Related Identifiers

AZL-11538

BIT-TENSORFLOW-2022-41899

CVE-2022-41899

GHSA-27RC-728F-X5W2

Affected Products

Tensorflow

References · 11

• 🔥 https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2 · Exploit
• 🔥 https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/41xxx/CVE-2022-41899.json · Exploit
• https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa · Patch
• https://nvd.nist.gov/vuln/detail/CVE-2022-41899 · Security Note
• https://osv.dev/vulnerability/BIT-tensorflow-2022-41899 · Vendor Advisory
• https://osv.dev/vulnerability/CVE-2022-41899 · Vendor Advisory
• https://osv.dev/vulnerability/AZL-11538 · Vendor Advisory
• https://osv.dev/vulnerability/GHSA-27rc-728f-x5w2 · Vendor Advisory
• https://github.com/tensorflow/tensorflow · Note
• https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc · Note
• https://t.me/cibsecurity/53188 · Telegram Post