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myshell-ai AIlice HuggingFace Model Wrapper AModelCausalLM.py LoadModel_PEFT inclusion of functionality from untrusted control sphere

5.3MediumCNA
Exploited
No known exploitation
Fix
No fix listed
Who is exposed
Not reported
Published
Last modified
17/100 · provisional
None on Exploit-DB, Metasploit or GitHub

Summary

AIlice, a myshell-ai tool, has a flaw in the HuggingFace Model Wrapper's LoadModel_PEFT function, where a manipulated base_model_name_or_path argument can make it include functionality from an untrusted source. An attacker can reach this remotely, without logging in, but the attack requires a user to take some action.

Written by anthropic/claude-haiku-5.5 from the sources below. Verify against them.

Read the original description

A security vulnerability has been detected in myshell-ai AIlice up to 0.4.0. This vulnerability affects the function LoadModel_PEFT of the file ailice/core/llm/AModelCausalLM.py of the component HuggingFace Model Wrapper. The manipulation of the argument base_model_name_or_path leads to inclusion of functionality from untrusted control sphere. It is possible to initiate the attack remotely. The exploit has been disclosed publicly and may be used. The project was informed of the problem early through an issue report but has not responded yet.

cve.now Index

17Pcve.now Index 17 of 100 · methodology v3 · provisional
  • Exploitation?/40Unknown. No CISA SSVC exploitation rating yet
  • Exposure7/25Reachable over the network without a login · Unknown: No advisory context yet
  • Reach?/20Unknown. No tracked technology or package matched
  • Severity5.3/10CVSS 5.3
  • No patch5/5No patch listed yet

What would change the score

  • Would score about 72 if added to CISA KEV
  • Would score about 67 if CISA's SSVC rates exploitation active
  • Would score about 32 if advisories confirm default setups are exposed

Timeline

  1. CVE published
  2. First seen by cve.now

Affected versions

  • myshell-ai AIlice

    0.1, 0.2, 0.3, 0.4.0

Evidence 7

  1. Advisory
  2. Advisory
  3. Advisory
  4. Advisory
  5. Exploit
Show all 7 sourcesShow fewer sources
  1. Report
  2. Repository

Corrections

None so far.

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Questions about CVE-2026-122160

Is CVE-2026-122160 being exploited?

It is not in CISA's Known Exploited Vulnerabilities catalog, and CISA's SSVC assessment does not mark exploitation as active. That does not mean it has not been attacked: vendors and researchers can report attacks before CISA lists them. No public exploit code is tracked.Source: cve.now feed data

Which versions are affected by CVE-2026-122160?

AIlice: versions 0.1, 0.2, 0.3, 0.4.0.Source: cve.now feed data