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CVE-2025-53002

27
FAUCET Score

CVE-2025-53002 is a critical remote code execution (RCE) vulnerability affecting LLaMA-Factory versions up to and including 0.9.3. Attackers can exploit this by passing a malicious Checkpoint path parameter through the WebUI during the training process, leading to arbitrary code execution due to improper loading of the vhead_file. With a CVSS score of 9.8 (CRITICAL), this vulnerability has a network attack vector, low attack complexity, and requires no user interaction, allowing for complete compromise of confidentiality, integrity, and availability. The attack is stealthy, making detection difficult for victims. Currently, there is no evidence of active exploitation, public exploit code (Metasploit, Nuclei, ExploitDB), or significant community discussion or media coverage. A fix is available in LLaMA-Factory version 0.9.4.

Impacted Technologies

VendorProductVersion(s)CPE
< 0.9.4CPE matchmatch criteria
cpe:2.3:a:hiyouga:llama-factory:*:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

8.3HIGH

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:L/A:H

Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
LOW
Availability Impact
HIGH
Exploitability Score
2.8
Impact Score
5.5
CvssVersion
3.1

Exploit Intelligence

EPSS Score
1.05%
Probability of exploitation in next 30 days
EPSS Percentile
60.9%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0105 is in the 46th 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 (1)

github_advisorypatch availablevia nvd_reference
View patch

Vendor Advisories (1)

pipGHSA-xj56-p8mm-qmxjhigh

LLaMA-Factory allows Code Injection through improper vhead_file safeguards

Jun 27, 2025

References

drive.google.com / file/d/1AddKm2mllsXfuvL4Tvbn_WJdjEOYXx4y/view
Exploit
github.com / hiyouga/LLaMA-Factory/commit/bb7bf51554d4ba8432333c35a5e3b52705955ede
Patch
github.com / hiyouga/LLaMA-Factory/security/advisories/GHSA-xj56-p8mm-qmxj
ExploitThird Party Advisory