CVE-2025-67729CWE-502insecure-deserialization

CVE-2025-67729

High · published December 27, 2025

CVSS v3.1
8.8
EPSS
1%
Percentile
47.9
In the wild
Unconfirmed
What it is

🚨 Watch out! An insecure deserialization vulnerability in LMDeploy could let attackers execute arbitrary code just by loading a malicious model file. ⚡ Think of this as a poorly secured package delivery service that opens any parcel without checking the contents first—one malicious model could unleash chaos right on your machine! 📦 If exploited, an attacker could run any code they want on your system, potentially compromising sensitive data or taking full control of your environment. This could lead to catastrophic data breaches or manipulation of your deployed models, making it a serious threat!

Put simply

Think of this as a poorly secured package delivery service that opens any parcel without checking the contents first—one malicious model could unleash chaos right on your machine! 📦 This vulnerability arises because the `torch.load()` function is called without the `weights_only=True` parameter when loading model checkpoints, allowing an attacker to inject malicious code through crafted .bin or .pt files.

What to do

If exploited, an attacker could run any code they want on your system, potentially compromising sensitive data or taking full control of your environment. This could lead to catastrophic data breaches or manipulation of your deployed models, making it a serious threat! To protect yourself, upgrade LMDeploy to version 0.11.1 immediately. Additionally, ensure that you're validating all model files thoroughly before loading them, especially from untrusted sources. Don't forget to inform your team about this issue to spread awareness! You’ve got this! Stay vigilant and follow these steps to safeguard your deployment. 🛡️

The record
Technical detail
CVSS v3.1
8.8 · HIGH
Vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
CVSS v4.0
Not supplied
EPSS
0.00596 · 47.9th percentile
Weakness
CWE-502 · Deserialization of Untrusted Data
Published
2025-12-27T03:15Z
Affected products (1)
ProductVersionsFixed in
internlm/lmdeploy< 0.11.10.11.1
References (3)
EPSS history
Timeline
  • 26 DEC 21:54Z
    lmdeploy vulnerable to Arbitrary Code Execution via Insecure Deserialization in torch.load()
    cvelistv5