Input validation error in TensorFlow - CVE-2023-25661

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Main Vulnerability Database Vulnerabilities #VU78715

Input validation error in TensorFlow - CVE-2023-25661

Published: July 27, 2023


Vulnerability identifier: #VU78715
CSH Severity: Low
CVSS v4: 7.1 [CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N]
CVE-ID: CVE-2023-25661
CWE-ID: CWE-20
Exploitation vector: Remote access
Exploit availability: No public exploit available

Vulnerability details

The vulnerability allows a remote user to perform a denial of service (DoS) attack.

The vulnerability exists due to improper input validation by the Convolution3DTranspose function. A remote user can pass specially crafted input to the application and perform a denial of service (DoS) attack on ML cloud services.


Affected software

TensorFlow
IBM Watson Assistant for IBM Cloud Pak for Data
IBM Watson Speech Services Cartridge for IBM Cloud Pak for Data
IBM Watson Discovery for IBM Cloud Pak for Data
IBM Robotic Process Automation
IBM Watson Machine Learning Accelerator
Watson Studio on Cloud Pak for Data
Maximo Application Suite - Monitor Component
Robotic Process Automation for Cloud Pak

How to mitigate CVE-2023-25661

Install updates from vendor's website.

TensorFlow - addressed in versions 2.11.1, 2.12.0
IBM Watson Assistant for IBM Cloud Pak for Data - update to 4.7.0
IBM Watson Machine Learning Accelerator - update to 4.0
IBM Watson Speech Services Cartridge for IBM Cloud Pak for Data - update to 4.7
IBM Watson Discovery for IBM Cloud Pak for Data - update to 4.7.0
Watson Studio on Cloud Pak for Data - update to 4.8.0
Maximo Application Suite - Monitor Component - addressed in versions 8.10.9, 8.11.6
IBM Robotic Process Automation - addressed in versions 21.0.7.8, 23.0.9
Robotic Process Automation for Cloud Pak - addressed in versions 21.0.7.8, 23.0.9

External References

Related Security Bulletins