CVE-2020-26270CWE-20

CHECK-fail in LSTM with zero-length input in TensorFlow

Medium · published December 10, 2020

CVSS v3.1
4.4
EPSS
0%
Percentile
6.4
In the wild
Unconfirmed
What it is

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.

The record
Technical detail
CVSS v3.1
4.4 · MEDIUM
Vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:L/A:L
CVSS v4.0
Not supplied
EPSS
0.00173 · 6.4th percentile
Weakness
CWE-20 · Improper Input Validation
Published
2020-12-10T22:10Z
EPSS history
Timeline
  • 10 DEC 22:10Z
    CHECK-fail in LSTM with zero-length input in TensorFlow
    cvelistv5