CVE-2022-41899

TensorFlow is an open source platform for machine learning. Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in `SdcaOptimizer`. We have patched the issue in GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

CVSS v3 7.5 HIGH

7.5^/10

CVSS v3 : HIGH

Vector :

Exploitability : 3.9 / Impact : 3.6

Attack Vector NETWORK

Attack Complexity LOW

Privileges Required NONE

User Interaction NONE

Confidentiality Impact NONE

Integrity Impact NONE

Availability Impact HIGH

Scope UNCHANGED

References

Link	Resource
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc	Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa	Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2	Exploit Patch Third Party Advisory

Configurations

Configuration 1 (hide)

OR	cpe:2.3:a:google:tensorflow::::::::
	cpe:2.3:a:google:tensorflow::::::::
	cpe:2.3:a:google:tensorflow:2.10.0:::::::*

History

No history.

Information

Published : 2022-11-18 22:15

Updated : 2023-07-10 16:18

NVD link : CVE-2022-41899

Mitre link : CVE-2022-41899

CVE.ORG link : CVE-2022-41899

JSON object : View

Products Affected

google

tensorflow

CWE

CWE-617

Reachable Assertion

CWE-20

Improper Input Validation

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