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CVE-2025-32434

32
FAUCET Score

CVE-2025-32434 is a critical Remote Code Execution (RCE) vulnerability affecting PyTorch versions 2.5.1 and prior. This flaw allows an attacker to execute arbitrary commands when a malicious model is loaded using torch.load with weights_only=True. With a CVSS score of 9.8 (Critical), this vulnerability is easily exploitable over the network with low attack complexity, leading to complete compromise of confidentiality, integrity, and availability. While there is no evidence of active exploitation or public exploit code, the vulnerability has garnered significant community discussion, indicating awareness among security researchers.

Impacted Technologies

VendorProductVersion(s)CPE
< 2.6.0CPE matchmatch criteria
cpe:2.3:a:linuxfoundation:pytorch:*:*:*:*:*:python:*:*

CVSS Data

CVSS version used by this source: 4.0

9.3CRITICAL

CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/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

Attack Vector
NETWORK
Attack Complexity
LOW
Attack Requirements
NONE
Privileges Required
NONE
User Interaction
NONE
VS Confidentiality
HIGH
VS Integrity
HIGH
VS Availability
HIGH
SS Confidentiality
NONE
SS Integrity
NONE
SS Availability
NONE
Exploit Maturity
NOT_DEFINED
CvssVersion
4.0

Exploit Intelligence

EPSS Score
1.94%
Probability of exploitation in next 30 days
EPSS Percentile
78.0%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0194 is in the 67th percentile among its peer group of 36,862 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.1 Reddit, 0.3 Bluesky, 0.3 Mastodon, and 2.4 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.3 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Patch Available

Vendor Patches (11)

esetpatch availablevia llm_extracted
Fixed in: 4.2.3
View patch
microsoftpatch availablevia msrc
Product: azl3 pytorch 2.2.2-7 on Azure Linux 3.0Fixed in: 2.2.2-6
microsoftpatch availablevia msrc
Product: cbl2 pytorch 2.0.0-8 on CBL Mariner 2.0Fixed in: 2.0.0-8
microsoftpatch availablevia msrc
Product: azl3 pytorch 2.2.2-6 on Azure Linux 3.0Fixed in: 2.2.2-6
microsoftpatch availablevia msrc
Product: 19451-17084Fixed in: 2.2.2-6
microsoftpatch availablevia msrc
Product: 19407-17084Fixed in: 2.2.2-6
microsoftpatch availablevia msrc
Product: 19949-17086Fixed in: 2.0.0-8
microsoftpatch availablevia msrc
Product: 19450-16823Fixed in: 2.0.0-8
microsoftpatch availablevia msrc
Product: cbl2 pytorch 2.0.0-9 on CBL Mariner 2.0Fixed in: 2.0.0-8
pippatch availablevia ghsa
Product: torchFixed in: 2.6.0
github_advisoryvendor investigatingvia nvd_reference
View patch

Vendor Advisories (3)

esetllm-eset-633ddbad236cf4deCRITICAL

Third-Party Package Updates in Python for Scientific Computing - June 2025

Jun 12, 2025
pipGHSA-53q9-r3pm-6pq6critical

PyTorch: `torch.load` with `weights_only=True` leads to remote code execution

Apr 18, 2025
microsoft2025-Apr/CVE-2025-32434Critical

PyTorch: `torch.load` with `weights_only=True` leads to remote code execution

Apr 8, 2025

References

lists.debian.org / debian-lts-announce/2025/12/msg00000.html
github.com / pytorch/pytorch/security/advisories/GHSA-53q9-r3pm-6pq6
Vendor Advisory