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osvGoogleOSV:PYSEC-2020-336
HistoryDec 10, 2020 - 11:15 p.m.

PYSEC-2020-336

2020-12-1023:15:00
Google
osv.dev
10
tensorflow
lstm
gru
denial of service
vulnerability
cuda backend
input control
fix
versions.

EPSS

0

Percentile

12.6%

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.

EPSS

0

Percentile

12.6%