8.8
/ 10
HIGH
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
Description
The _load_model() function in the neural_magic_training.py script of the optimate project in commit a6d302f912b481c94370811af6b11402f51d377f (2024-07-21) is vulnerable to insecure deserialization (CWE-502). When a user provides a single model file path (e.g., .pt or .pth) via the --model command-line argument, the function loads the file using torch.load() without enabling the weights_only=True security parameter. This allows the deserialization of arbitrary Python objects through the Pickle module. A remote attacker can exploit this by providing a maliciously crafted model file, leading to arbitrary code execution during deserialization on the victim's system.
AI Analysis
Insecure deserialization vulnerability in optimate project's neural_magic_training.py script
Basic Information
ID
CVE-2026-31219
Source
mitre
Published
May 12, 2026 at 00:00
Modified
May 15, 2026 at 14:01
Affected Product
Vendor
nebuly-ai
Product
optimate
Version
n/a
Affected Versions
n/a n/a n/a
CWE Classification
AI Assessment
AI Score
8.8 / 10
AI Severity
High
Vendor
nebuly-ai
Product
optimate
Version
n/a