Vulnerability Database

289,784

Total vulnerabilities in the database

CVE-2020-26270

In affected versions of TensorFlow running an LSTM/GRU model where the LSTM/GRU layer receives an input with zero-length results in a CHECK failure when using the CUDA backend. This can result in a query-of-death vulnerability, via denial of service, if users can control the input to the layer. This is fixed in versions 1.15.5, 2.0.4, 2.1.3, 2.2.2, 2.3.2, and 2.4.0.

CVSS v3:

  • Severity: Low
  • Score: 3.3
  • AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L

CVSS v2:

  • Severity: Low
  • Score: 2.1
  • AV:L/AC:L/Au:N/C:N/I:N/A:P

CWEs:

Software From Fixed in
google / tensorflow 2.3.0 2.3.2
google / tensorflow 2.2.0 2.2.2
google / tensorflow 2.1.0 2.1.3
google / tensorflow 2.0.0 2.0.4
google / tensorflow - 1.15.5
tensorflow - 1.15.5
tensorflow 2.0.0 2.0.4
tensorflow 2.1.0 2.1.3
tensorflow 2.2.0 2.2.2
tensorflow 2.3.0 2.3.2
tensorflow-cpu - 1.15.5
tensorflow-cpu 2.0.0 2.0.4
tensorflow-cpu 2.1.0 2.1.3
tensorflow-cpu 2.2.0 2.2.2
tensorflow-cpu 2.3.0 2.3.2
tensorflow-gpu - 1.15.5
tensorflow-gpu 2.0.0 2.0.4
tensorflow-gpu 2.1.0 2.1.3
tensorflow-gpu 2.2.0 2.2.2
tensorflow-gpu 2.3.0 2.3.2