CVE-2022-23590 : Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a Ten

Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.

Published 2022-02-04 23:15:15

Updated 2022-02-17 14:11:43

Source GitHub, Inc.

View at NVD, CVE.org

Products affected by CVE-2022-23590

Google » Tensorflow
Versions before (<) 2.7.1
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
Matching versions

Exploit prediction scoring system (EPSS) score for CVE-2022-23590

EPSS FAQ

0.23%

Probability of exploitation activity in the next 30 days EPSS Score History

~ 43 %

Percentile, the proportion of vulnerabilities that are scored at or less

CVSS scores for CVE-2022-23590

Base Score	Base Severity	CVSS Vector	Exploitability Score	Impact Score	Score Source
5.0	MEDIUM	AV:N/AC:L/Au:N/C:N/I:N/A:P	10.0	2.9	NIST
Access Vector: Network Access Complexity: Low Authentication: None Confidentiality Impact: None Integrity Impact: None Availability Impact: Partial
7.5	HIGH	CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H	3.9	3.6	NIST
Attack Vector: Network Attack Complexity: Low Privileges Required: None User Interaction: None Scope: Unchanged Confidentiality: None Integrity: None Availability: High
5.9	MEDIUM	CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H	2.2	3.6	GitHub, Inc.
Attack Vector: Network Attack Complexity: High Privileges Required: None User Interaction: None Scope: Unchanged Confidentiality: None Integrity: None Availability: High

CWE ids for CVE-2022-23590

CWE-754 Improper Check for Unusual or Exceptional Conditions

The product does not check or incorrectly checks for unusual or exceptional conditions that are not expected to occur frequently during day to day operation of the product.

Assigned by: security-advisories@github.com (Primary)

References for CVE-2022-23590

https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439

Check for type inference error on node construction. · tensorflow/tensorflow@9550598 · GitHub
Patch;Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278

Crash due to erroneous `StatusOr` · Advisory · tensorflow/tensorflow · GitHub
Patch;Third Party Advisory
https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567

tensorflow/graph.cc at 274df9b02330b790aa8de1cee164b70f72b9b244 · tensorflow/tensorflow · GitHub
Exploit;Third Party Advisory

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Vulnerability Details : CVE-2022-23590

Products affected by CVE-2022-23590

Exploit prediction scoring system (EPSS) score for CVE-2022-23590

CVSS scores for CVE-2022-23590

CWE ids for CVE-2022-23590

References for CVE-2022-23590