Vulnerability Database

290,020

Total vulnerabilities in the database

CVE-2021-41216

TensorFlow is an open source platform for machine learning. In affected versions the shape inference function for Transpose is vulnerable to a heap buffer overflow. This occurs whenever perm contains negative elements. The shape inference function does not validate that the indices in perm are all valid. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.

CVSS v3:

  • Severity: High
  • Score: 7.8
  • AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H

CVSS v2:

  • Severity: Low
  • Score: 4.6
  • AV:L/AC:L/Au:N/C:P/I:P/A:P

CWEs:

Software From Fixed in
google / tensorflow 2.6.0 2.6.1
google / tensorflow 2.5.0 2.5.2
google / tensorflow 2.7.0-rc1 2.7.0-rc1.x
google / tensorflow 2.7.0-rc0 2.7.0-rc0.x
google / tensorflow 2.4.0 2.4.4
tensorflow 2.6.0 2.6.1
tensorflow 2.5.0 2.5.2
tensorflow - 2.4.4
tensorflow-cpu 2.6.0 2.6.1
tensorflow-cpu 2.5.0 2.5.2
tensorflow-cpu - 2.4.4
tensorflow-gpu 2.6.0 2.6.1
tensorflow-gpu 2.5.0 2.5.2
tensorflow-gpu - 2.4.4