PYSEC-2021-405
See a problem?- Import Source
- https://github.com/pypa/advisory-database/blob/main/vulns/tensorflow/PYSEC-2021-405.yaml
- JSON Data
- https://api.osv.dev/v1/vulns/PYSEC-2021-405
- Aliases
- Published
- 2021-11-05T23:15:00Z
- Modified
- 2023-12-06T00:46:32.843720Z
- Summary
- [none]
- Details
-
TensorFlow is an open source platform for machine learning. In affected versions the code behind
tf.functionAPI can be made to deadlock when twotf.functiondecorated Python functions are mutually recursive. This occurs due to using a non-reentrantLockPython 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 recursivetf.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. - References
Affected packages
PyPI / tensorflow
Package
- Name
- tensorflow
- View open source insights on deps.dev
- Purl
- pkg:pypi/tensorflow
Affected ranges
- Type
- GIT
- Repo
- https://github.com/tensorflow/tensorflow
- Events
-
Introduced0 Unknown introduced commit / All previous commits are affectedFixed
- Type
- ECOSYSTEM
- Events
-
Introduced0Unknown introduced version / All previous versions are affectedFixed2.4.4Introduced2.5.0Fixed2.5.2Introduced2.6.0Fixed2.6.1Introduced2.7.0rc0Fixed2.7.0
Affected versions
0.*
0.12.0
0.12.1
1.*
1.0.0
1.0.1
1.1.0
1.2.0
1.2.1
1.3.0
1.4.0
1.4.1
1.5.0
1.5.1
1.6.0
1.7.0
1.7.1
1.8.0
1.9.0
1.10.0
1.10.1
1.11.0
1.12.0
1.12.2
1.12.3
1.13.1
1.13.2
1.14.0
1.15.0
1.15.2
1.15.3
1.15.4
1.15.5
2.*
2.0.0
2.0.1
2.0.2
2.0.3
2.0.4
2.1.0
2.1.1
2.1.2
2.1.3
2.1.4
2.2.0rc0
2.2.0rc1
2.2.0rc2
2.2.0rc3
2.2.0rc4
2.2.0
2.2.1
2.2.2
2.2.3
2.3.0rc0
2.3.0rc1
2.3.0rc2
2.3.0
2.3.1
2.3.2
2.3.3
2.3.4
2.4.0rc0
2.4.0rc1
2.4.0rc2
2.4.0rc3
2.4.0rc4
2.4.0
2.4.1
2.4.2
2.4.3
2.5.0
2.5.1
2.6.0
2.7.0rc0
2.7.0rc1