CVE-2025-2149
Last modified
CVE-2025-2149 is a low-severity vulnerability rated 2.5/10 on the CVSS scale. A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. EPSS estimates a 0.23% chance of exploitation in the next 30 days.
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.
Metrics
CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:L/A:N
CVSS:4.0/AV:L/AC:H/AT:N/PR:L/UI:N/VC:N/VI:L/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Weakness Enumeration
Affected Software
| Vendor | Product | Versions | Update |
|---|---|---|---|
| Linuxfoundation | Pytorch | 2.6.0 | Cu124 |
References
- https://github.com/pytorch/pytorch/issues/147818Issue Tracking
- https://vuldb.com/?ctiid.299060Permissions Required, VDB Entry
- https://vuldb.com/?id.299060Third Party Advisory, VDB Entry
- https://vuldb.com/?submit.506563Exploit, Third Party Advisory, VDB Entry
- https://github.com/pytorch/pytorch/issues/147818Issue Tracking
Timeline
- Published
- Last Modified
- Status
- Analyzed
Frequently Asked Questions
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How Strix Helps
- How Strix found a critical auth bypass in etcdStrix autonomously discovered a critical authentication bypass in etcd, later designated CVE-2026-33413.
- Autonomous PentestingAI agents that find and validate exploitable vulnerabilities like this one across your applications.
- PR ReviewsPentest every pull request so vulnerable code is caught before it ships to production.
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