PT-2023-20237 · Google · Tensorflow

R3Pwnx · Published 2023-03-24 · Updated 2024-03-06 · CVE-2023-25675

Positive Technologies (AI Summary)

CVSS v3.1

7.5

High

Base vector

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

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.12.0 TensorFlow versions prior to 2.11.1

Description TensorFlow is an open source machine learning platform. When running with XLA, tf.raw ops.Bincount segfaults when given a parameter weights that is neither the same shape as parameter arr nor a length-0 tensor.

Recommendations For versions prior to 2.12.0, update to TensorFlow 2.12.0 to resolve the issue. For versions prior to 2.11.1, update to TensorFlow 2.11.1 to resolve the issue. As a temporary workaround, consider avoiding the use of tf.raw ops.Bincount with XLA when the weights parameter does not match the shape of arr or is not a length-0 tensor.

Exploit

Fix

Weakness Enumeration

CWE-697

Related Identifiers

AZL-31212

AZL-35320

BIT-TENSORFLOW-2023-25675

CVE-2023-25675

GHSA-7X4V-9GXG-9HWJ

Affected Products

Tensorflow

References · 12

• 🔥 https://github.com/CVEProject/cvelistV5/tree/main/cves/2023/25xxx/CVE-2023-25675.json · Exploit
• https://github.com/tensorflow/tensorflow/commit/8ae76cf085f4be26295d2ecf2081e759e04b8acf · Patch
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-7x4v-9gxg-9hwj · Vendor Advisory
• https://nvd.nist.gov/vuln/detail/CVE-2023-25675 · Security Note
• https://osv.dev/vulnerability/AZL-35320 · Vendor Advisory
• https://osv.dev/vulnerability/CVE-2023-25675 · Vendor Advisory
• https://osv.dev/vulnerability/AZL-31212 · Vendor Advisory
• https://osv.dev/vulnerability/BIT-tensorflow-2023-25675 · Vendor Advisory
• https://osv.dev/vulnerability/GHSA-7x4v-9gxg-9hwj · Vendor Advisory
• https://github.com/tensorflow/tensorflow · Note
• https://t.me/cvenotify/46848 · Telegram Post
• https://t.me/cibsecurity/60720 · Telegram Post