Vulnerability Database

300,830

Total vulnerabilities in the database

CVE-2020-15195

In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the implementation of SparseFillEmptyRowsGrad uses a double indexing pattern. It is possible for reverse_index_map(i) to be an index outside of bounds of grad_values, thus resulting in a heap buffer overflow. The issue is patched in commit 390611e0d45c5793c7066110af37c8514e6a6c54, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.

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 - 1.15.4
google / tensorflow 2.0.0 2.0.3
google / tensorflow 2.1.0 2.1.2
google / tensorflow 2.2.0 2.2.1
google / tensorflow 2.3.0 2.3.1
opensuse / leap 15.2 15.2.x
Python icon tensorflow - 1.15.4
Python icon tensorflow 2.0.0 2.0.3
Python icon tensorflow 2.1.0 2.1.2
Python icon tensorflow 2.2.0 2.2.0.x
Python icon tensorflow 2.2.0 2.2.1
Python icon tensorflow 2.3.0 2.3.0.x
Python icon tensorflow 2.3.0 2.3.1
Python icon tensorflow-cpu - 1.15.4
Python icon tensorflow-cpu 2.0.0 2.0.3
Python icon tensorflow-cpu 2.1.0 2.1.2
Python icon tensorflow-cpu 2.2.0 2.2.0.x
Python icon tensorflow-cpu 2.2.0 2.2.1
Python icon tensorflow-cpu 2.3.0 2.3.0.x
Python icon tensorflow-cpu 2.3.0 2.3.1
Python icon tensorflow-gpu - 1.15.4
Python icon tensorflow-gpu 2.0.0 2.0.3
Python icon tensorflow-gpu 2.1.0 2.1.2
Python icon tensorflow-gpu 2.2.0 2.2.0.x
Python icon tensorflow-gpu 2.2.0 2.2.1
Python icon tensorflow-gpu 2.3.0 2.3.0.x
Python icon tensorflow-gpu 2.3.0 2.3.1