Denial of service in Tensorflow

1) Integer overflow

EUVDB-ID: #VU95043

Risk: Medium

CVSSv3.1: 6.5 [CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H/E:U/RL:O/RC:C]

CVE-ID: CVE-2023-33976

CWE-ID: CWE-190 - Integer overflow

Exploit availability: No

Description

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

The vulnerability exists due to integer overflow in array_ops.upper_bound. A remote attacker can pass specially crafted data to the application, trigger integer overflow and cause a denial of service condition on the target system.

Mitigation

Install updates from vendor's website.

Vulnerable software versions

TensorFlow: 2.0.0 - 2.11.1

CPE2.3

• cpe:2.3:a:tensorflow:tensorflow:2.11.1:*:*:*:*:*:*:*
• cpe:2.3:a:tensorflow:tensorflow:2.10.1:*:*:*:*:*:*:*
• cpe:2.3:a:tensorflow:tensorflow:2.9.3:*:*:*:*:*:*:*
• cpe:2.3:a:tensorflow:tensorflow:2.8.4:*:*:*:*:*:*:*
• cpe:2.3:a:tensorflow:tensorflow:2.7.4:*:*:*:*:*:*:*
• cpe:2.3:a:tensorflow:tensorflow:2.6.5:*:*:*:*:*:*:*
• cpe:2.3:a:tensorflow:tensorflow:2.5.3:*:*:*:*:*:*:*
• cpe:2.3:a:tensorflow:tensorflow:2.4.4:*:*:*:*:*:*:*
• cpe:2.3:a:tensorflow:tensorflow:2.3.4:*:*:*:*:*:*:*
• cpe:2.3:a:tensorflow:tensorflow:2.1.4:*:*:*:*:*:*:*
• cpe:2.3:a:tensorflow:tensorflow:2.2.3:*:*:*:*:*:*:*
• cpe:2.3:a:tensorflow:tensorflow:2.0.4:*:*:*:*:*:*:*

External links

http://github.com/tensorflow/tensorflow/security/advisories/GHSA-gjh7-xx4r-x345

Q & A

Can this vulnerability be exploited remotely?

Yes. This vulnerability can be exploited by a remote non-authenticated attacker via the Internet.

Is there known malware, which exploits this vulnerability?

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