CVE-2025-2149

Public Exploit
PyTorch Quantized Sigmoid Module nnq_Sigmoid initialization

Description

A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function nnq_Sigmoid of the component Quantized Sigmoid Module. The manipulation of the argument scale/zero_point leads to improper initialization. The attack needs to be approached locally. The complexity of an attack is rather high. The exploitation is known to be difficult. The exploit has been disclosed to the public and may be used.

Category

2.0
CVSS
Severity: Low
CVSS 4.0 •
CVSS 3.1 •
CVSS 2.0 •
EPSS 0.02%
Third-Party Advisory vuldb.com Third-Party Advisory vuldb.com
Affected: n/a PyTorch
Published at:
Updated at:

References

Link Tags
https://vuldb.com/?id.299060 third party advisory technical description vdb entry
https://vuldb.com/?ctiid.299060 permissions required signature vdb entry
https://vuldb.com/?submit.506563 third party advisory exploit vdb entry
https://github.com/pytorch/pytorch/issues/147818 issue tracking
https://github.com/pytorch/pytorch/issues/147818#issue-2877301660 exploit issue tracking

Frequently Asked Questions

What is the severity of CVE-2025-2149?
CVE-2025-2149 has been scored as a low severity vulnerability.
How to fix CVE-2025-2149?
To fix CVE-2025-2149, make sure you are using an up-to-date version of the affected component(s) by checking the vendor release notes. As for now, there are no other specific guidelines available.
Is CVE-2025-2149 being actively exploited in the wild?
It is possible that CVE-2025-2149 is being exploited or will be exploited in a near future based on public information. According to its EPSS score, there is a ~0% probability that this vulnerability will be exploited by malicious actors in the next 30 days.
What software or system is affected by CVE-2025-2149?
CVE-2025-2149 affects n/a PyTorch.
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