Goal Reached Thanks to every supporter — we hit 100%!

Goal: 1000 CNY · Raised: 1336 CNY

100%
Buy Us a Coffee

CVE-2026-86169— Axolotl through 0.18.0 Remote Code Execution via Multipack Patching

Quick assessment

Affected
axolotl-ai-cloud axolotl
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

Axolotl 0.18.0 及之前版本在 multipack 补丁路径中存在一个远程代码执行（RCE）漏洞。该漏洞的根源在于 的默认值被设为 而非 ，导致安全机制被绕过。攻击者可以通过构造一个恶意的 Hugging Face 模型仓库并将其选为 来触发该漏洞；该仓库在通过 加载时，会以硬编码的 方式被读取，从而使攻击者能够执行任意的 Python 代码。

CVSS 8.8 · High EPSS 0.48% · P40

Affected Version Matrix 1

VendorProduct Version RangeStatus
axolotl-ai-cloud axolotl ≤ 0.18.0 affected
Get alerts for future matching vulnerabilities Log in to subscribe

I. Basic Information for CVE-2026-86169

Vulnerability Information
Have questions about the vulnerability? See if Shenlong's analysis helps!
View Shenlong Deep Dive ↗

Although we use advanced large model technology, its output may still contain inaccurate or outdated information.Shenlong tries to ensure data accuracy, but please verify and judge based on the actual situation.

Vulnerability Title
Axolotl through 0.18.0 Remote Code Execution via Multipack Patching
Source: CVE Program / CVE List V5
Vulnerability Description
Axolotl through 0.18.0 contains a remote code execution vulnerability in the multipack patch path where trust_remote_code defaults to None instead of False, causing the security guard to be bypassed. Attackers can execute arbitrary Python code by crafting a malicious Hugging Face model repository selected as base_model, which is loaded with hardcoded trust_remote_code=True during AutoModelForCausalLM.from_pretrained.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Source: CVE Program / CVE List V5
Vulnerability Type
从非可信控制范围包含功能例程
Source: CVE Program / CVE List V5

Affected Products

Vendor Product Affected Versions CPE Subscribe
axolotl-ai-cloud axolotl 0 ~ 0.18.0 -

II. Public POCs for CVE-2026-86169

# POC Description Source Link Shenlong Link
AI-Generated POC Premium

No public POC found.

Login to generate AI POC

III. Intelligence Information for CVE-2026-86169

请登录查看更多情报信息。

Patches & Fixes for CVE-2026-86169 (3)

Vendor Advisories for CVE-2026-86169 (1)

IV. Related Vulnerabilities

Same weakness: CWE-829

V. Comments for CVE-2026-86169

No comments yet

Leave a comment