Vulnerability Database

300,830

Total vulnerabilities in the database

CVE-2022-23559

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both embedding_size and lookup_size are products of values provided by the user. Hence, a malicious user could trigger overflows in the multiplication. In certain scenarios, this can then result in heap OOB read/write. Users are advised to upgrade to a patched version.

CVSS v3:

  • Severity: High
  • Score: 8.8
  • AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H

CVSS v2:

  • Severity: Medium
  • Score: 6.5
  • AV:N/AC:L/Au:S/C:P/I:P/A:P

CWEs:

Software From Fixed in
google / tensorflow 2.7.0 2.7.0.x
google / tensorflow - 2.5.2.x
google / tensorflow 2.6.0 2.6.2.x
Python icon tensorflow - 2.5.3
Python icon tensorflow 2.6.0 2.6.3
Python icon tensorflow 2.7.0 2.7.0.x
Python icon tensorflow 2.7.0 2.7.1
Python icon tensorflow-cpu - 2.5.3
Python icon tensorflow-cpu 2.6.0 2.6.3
Python icon tensorflow-cpu 2.7.0 2.7.0.x
Python icon tensorflow-cpu 2.7.0 2.7.1
Python icon tensorflow-gpu - 2.5.3
Python icon tensorflow-gpu 2.6.0 2.6.3
Python icon tensorflow-gpu 2.7.0 2.7.0.x
Python icon tensorflow-gpu 2.7.0 2.7.1