CVE-2025-4701— VITA-MLLM Freeze-Omni utils.py torch.load deserialization
Quick assessment
Affected
VITA-MLLM Freeze-Omni
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.
Freeze-Omni是VITA-MLLM开源的一种基于Freeze LLM的智能低延迟语音对话模型。 Freeze-Omni 20250421及之前版本存在代码问题漏洞，该漏洞源于对文件models/utils.py中参数path的错误操作导致反序列化。
Possible ATT&CK Techniques 1 AI
T1055 · Process Injection
Get alerts for future matching vulnerabilities
Log in to subscribe
I. Basic Information for CVE-2025-4701
Vulnerability Information
Have questions about the vulnerability? See if Shenlong's analysis helps!
View Shenlong Deep Dive ↗
Although we use advanced large model technology, its output may still contain inaccurate or outdated information.Shenlong tries to ensure data accuracy, but please verify and judge based on the actual situation.
Vulnerability Title
VITA-MLLM Freeze-Omni utils.py torch.load deserialization
Source: CVE Program / CVE List V5
Vulnerability Description
A vulnerability, which was classified as problematic, has been found in VITA-MLLM Freeze-Omni up to 20250421. This issue affects the function torch.load of the file models/utils.py. The manipulation of the argument path leads to deserialization. It is possible to launch the attack on the local host.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L
Source: CVE Program / CVE List V5
Vulnerability Type
可信数据的反序列化
Source: CVE Program / CVE List V5
Vulnerability Title
Freeze-Omni 代码问题漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
Freeze-Omni是VITA-MLLM开源的一种基于Freeze LLM的智能低延迟语音对话模型。 Freeze-Omni 20250421及之前版本存在代码问题漏洞，该漏洞源于对文件models/utils.py中参数path的错误操作导致反序列化。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)
Affected Products
| Vendor | Product | Affected Versions | CPE | Subscribe |
|---|---|---|---|---|
| VITA-MLLM | Freeze-Omni | 20250421 | - |
|
II. Public POCs for CVE-2025-4701
| # | POC Description | Source Link | Shenlong Link |
|---|
AI-Generated POC
Premium
No public POC found.
Login to generate AI POCIII. Intelligence Information for CVE-2025-4701
请登录查看更多情报信息。
IV. Related Vulnerabilities
Same weakness: CWE-502
-
CVE-2026-90490
lenve vhr MailReceiver deserialization -
CVE-2026-78175
Tutor LMS <= 4.0.7 - Authenticated (Subscriber+) PHP Object -
CVE-2026-78006
The Events Calendar <= 6.17.4 - Unauthenticated PHP Object I -
CVE-2026-87719
Deserialization of Untrusted Data in GitLab -
CVE-2026-62107
WordPress Masteriyo - LMS plugin <= 3.4.0 - PHP Object Injec
V. Comments for CVE-2025-4701
No comments yet