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.raw_ops.TensorSummaryV2` does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
References (7)
Core 7
Core References
Release Notes, Third Party Advisory x_refsource_misc
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
Release Notes, Third Party Advisory x_refsource_misc
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
Release Notes, Third Party Advisory x_refsource_misc
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
Release Notes, Third Party Advisory x_refsource_misc
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
Exploit, Patch, Third Party Advisory x_refsource_confirm
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2p9q-h29j-3f5v
Patch, Third Party Advisory x_refsource_misc
https://github.com/tensorflow/tensorflow/commit/290bb05c80c327ed74fae1d089f1001b1e2a4ef7
Patch, Third Party Advisory x_refsource_misc
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/summary_tensor_op.cc#L33-L58
Scores
CVSS v3
5.5
EPSS
0.0005
EPSS Percentile
15.4%
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-20
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