Description
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.ragged.constant` does not fully validate the input arguments. This results in a denial of service by consuming all available memory. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
References (8)
Scores
CVSS v3
5.5
EPSS
0.0006
EPSS Percentile
19.9%
Attack Vector
LOCAL
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
CISA SSVC
Vulnrichment
Exploitation
poc
Automatable
no
Technical Impact
partial
Details
CWE
CWE-400
CWE-20
CWE-1284
Status
published
Products (7)
google/tensorflow
2.7.0 rc0 (2 CPE variants)
google/tensorflow
2.8.0 (3 CPE variants)
google/tensorflow
2.9.0 rc0 (2 CPE variants)
google/tensorflow
< 2.6.4
pypi/tensorflow
0 - 2.6.4PyPI
pypi/tensorflow-cpu
0 - 2.6.4PyPI
pypi/tensorflow-gpu
0 - 2.6.4PyPI
Published
May 20, 2022
Tracked Since
Feb 18, 2026