PT-2022-19448 · Google · Tensorflow

Neophytos Christou · Published 2022-05-20 · Updated 2024-03-06 · CVE-2022-29196

Positive Technologies (AI Summary)

CVSS v3.1

5.5

Medium

Base vector

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

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.9.0 TensorFlow versions prior to 2.8.1 TensorFlow versions prior to 2.7.2 TensorFlow versions prior to 2.6.4

Description The implementation of tf.raw ops.Conv3DBackpropFilterV2 does not fully validate the input arguments, resulting in a CHECK-failure that can be used to trigger a denial of service attack. The code does not validate that the filter sizes argument is a vector.

Recommendations For versions prior to 2.9.0, update to version 2.9.0 or later. For versions prior to 2.8.1, update to version 2.8.1 or later. For versions prior to 2.7.2, update to version 2.7.2 or later. For versions prior to 2.6.4, update to version 2.6.4 or later.

Exploit

Fix

RCE

Weakness Enumeration

CWE-1284

CWE-20

Related Identifiers

BIT-TENSORFLOW-2022-29196

CVE-2022-29196

GHSA-5V77-J66X-4C4G

Affected Products

Tensorflow

References · 14

• 🔥 https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5v77-j66x-4c4g · Exploit
• 🔥 https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/29xxx/CVE-2022-29196.json · Exploit
• https://github.com/tensorflow/tensorflow/commit/174c5096f303d5be7ed2ca2662b08371bff4ab88 · Patch
• https://nvd.nist.gov/vuln/detail/CVE-2022-29196 · Security Note
• https://osv.dev/vulnerability/GHSA-5v77-j66x-4c4g · Vendor Advisory
• https://osv.dev/vulnerability/CVE-2022-29196 · Vendor Advisory
• https://osv.dev/vulnerability/BIT-tensorflow-2022-29196 · Vendor Advisory
• https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 · Note
• https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 · Note
• https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 · Note
• https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 · Note
• https://github.com/tensorflow/tensorflow · Note
• https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/conv_grad_ops_3d.cc · Note
• https://t.me/cibsecurity/43125 · Telegram Post