CVE-2020-26270

MEDIUM

TensorFlow <1.15.5, <2.0.4, <2.1.3, <2.2.2, <2.3.2, <2.4.0 - DoS

Title source: llm
STIX 2.1

Description

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.

References (2)

Core 2

Scores

CVSS v3 4.4
EPSS 0.0002
EPSS Percentile 5.1%
Attack Vector LOCAL
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:L/A:L

Details

CWE
CWE-20
Status published
Products (4)
google/tensorflow < 1.15.5
pypi/tensorflow 0 - 1.15.5PyPI
pypi/tensorflow-cpu 0 - 1.15.5PyPI
pypi/tensorflow-gpu 0 - 1.15.5PyPI
Published Dec 10, 2020
Tracked Since Feb 18, 2026