#VU78715 Input validation error in TensorFlow - CVE-2023-25661

Vulnerability identifier: #VU78715

Vulnerability risk: Low

CVSSv4.0: 4.9 [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/E:U/U:Clear]

CVE-ID: CVE-2023-25661

CWE-ID: CWE-20

Exploitation vector: Network

Exploit availability: No

Vulnerable software:
TensorFlow
Server applications / Other server solutions

Vendor: TensorFlow

Description

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.

Mitigation
Install updates from vendor's website.

Vulnerable software versions

TensorFlow: before 2.11.1, 2.11.1

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External links
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fxgc-95xx-grvq
https://github.com/tensorflow/tensorflow/commit/948fe6369a5711d4b4568ea9bbf6015c6dfb77e2

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Q & A

Can this vulnerability be exploited remotely?

Yes. This vulnerability can be exploited by a remote authenticated user via the Internet.

Is there known malware, which exploits this vulnerability?

No. We are not aware of malware exploiting this vulnerability.