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osvGoogleOSV:CVE-2021-41213
HistoryNov 05, 2021 - 11:15 p.m.

CVE-2021-41213

2021-11-0523:15:08
Google
osv.dev
8
tensorflow
machine learning
deadlock vulnerability

EPSS

0.001

Percentile

23.6%

TensorFlow is an open source platform for machine learning. In affected versions the code behind tf.function API can be made to deadlock when two tf.function decorated Python functions are mutually recursive. This occurs due to using a non-reentrant Lock Python object. Loading any model which contains mutually recursive functions is vulnerable. An attacker can cause denial of service by causing users to load such models and calling a recursive tf.function, although this is not a frequent scenario. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.

EPSS

0.001

Percentile

23.6%