How severe is CVE-2025-46567?

CVE-2025-46567 has a CVSS 3.x base score of 6.1, rated medium severity. It is exploitable over local access with low attack complexity, requires low privileges and user interaction. Impact on confidentiality is high, integrity low, and availability low.

Is CVE-2025-46567 being actively exploited?

It is not currently listed in CISA's KEV catalog. Its EPSS exploit-prediction score is 0% (14th percentile), an estimate of the probability of exploitation in the next 30 days.

What products are affected by CVE-2025-46567?

CVE-2025-46567 affects Hiyouga Llama-factory. See the affected-products list for the exact vulnerable versions.

How do I fix CVE-2025-46567?

Review the linked vendor and NVD advisories for patched versions and mitigations, then upgrade or apply the recommended workaround.

Does CVE-2025-46567 have an EU (EUVD) identifier?

Yes. CVE-2025-46567 is tracked in the ENISA EU Vulnerability Database (EUVD) as EUVD-2025-12156.

When was CVE-2025-46567 published?

CVE-2025-46567 was published on 2025-05-01 and last updated on 2026-06-17.

CVE-2025-46567

CVE-2025-46567 is a medium-severity vulnerability in Hiyouga Llama-factory with a CVSS 3.x base score of 6.1. It is not currently listed as actively exploited by CISA, and its EPSS exploit-prediction score is low. The underlying weakness is classified as CWE-502.

Key facts

Severity: Medium (CVSS 3.x base score 6.1)
EPSS exploit prediction: 0% (14th percentile)
Actively exploited: Not listed in CISA KEV
EU (EUVD) id: EUVD-2025-12156
Weakness: CWE-502
Affected product: Hiyouga Llama-factory
Published: 2025-05-01
Last modified: 2026-06-17

Description

LLama Factory enables fine-tuning of large language models. Prior to version 1.0.0, a critical vulnerability exists in the `llamafy_baichuan2.py` script of the LLaMA-Factory project. The script performs insecure deserialization using `torch.load()` on user-supplied `.bin` files from an input directory. An attacker can exploit this behavior by crafting a malicious `.bin` file that executes arbitrary commands during deserialization. This issue has been patched in version 1.0.0.

Frequently asked questions

What is CVE-2025-46567?: LLama Factory enables fine-tuning of large language models. Prior to version 1.0.0, a critical vulnerability exists in the `llamafy_baichuan2.py` script of the LLaMA-Factory project. The script performs insecure deserialization using `torch.load()` on user-supplied `.bin` files from an input directory. An attacker can exploit this behavior by crafting a malicious `.bin` file that executes arbitrary commands during deserialization. This issue has been patched in version 1.0.0.
How severe is CVE-2025-46567?: CVE-2025-46567 has a CVSS 3.x base score of 6.1, rated medium severity. It is exploitable over local access with low attack complexity, requires low privileges and user interaction. Impact on confidentiality is high, integrity low, and availability low.
Is CVE-2025-46567 being actively exploited?: It is not currently listed in CISA's KEV catalog. Its EPSS exploit-prediction score is 0% (14th percentile), an estimate of the probability of exploitation in the next 30 days.
What products are affected by CVE-2025-46567?: CVE-2025-46567 affects Hiyouga Llama-factory. See the affected-products list for the exact vulnerable versions.
How do I fix CVE-2025-46567?: Review the linked vendor and NVD advisories for patched versions and mitigations, then upgrade or apply the recommended workaround.
Does CVE-2025-46567 have an EU (EUVD) identifier?: Yes. CVE-2025-46567 is tracked in the ENISA EU Vulnerability Database (EUVD) as EUVD-2025-12156.
When was CVE-2025-46567 published?: CVE-2025-46567 was published on 2025-05-01 and last updated on 2026-06-17.

References

Affected products (1)

cpe:2.3:a:hiyouga:llama-factory:*:*:*:*:*:*:*:*

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