CVE-2021-41213 — Improper Locking in Tensorflow
Severity
5.5MEDIUMNVD
EPSS
0.0%
top 86.92%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
Timeline
PublishedNov 5
Latest updateNov 10
Description
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…
CVSS vector
CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:N/I:N/A:HExploitability: 1.8 | Impact: 3.6
Affected Packages3 packages
Patches
🔴Vulnerability Details
4📋Vendor Advisories
1Debian▶
CVE-2021-41213: tensorflow - TensorFlow is an open source platform for machine learning. In affected versions...↗2021