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CVE-2026-111865— THU-MIG yoloe AutoBackend Model Loading autobackend.py eval eval injection

Quick assessment

Affected
THU-MIG yoloe
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.

在 THU-MIG yoloe 项目（截至提交哈希 40cd606cabdbe2b566d6f14a6b162c89206e9a1b）中发现了一个安全漏洞。该漏洞影响 文件中 模型加载组件的 函数。攻击者通过操纵 、 或 参数，可导致动态求值代码中的指令未被正确中和，从而引发安全风险。该攻击需要本地访问权限。利用代码已向公众公开，可能被用于实际攻击。由于该产品未采用版本管理机制，因此无法提供受影响与未受影响版本的具体信息。该项目已通过问题报告在早期获知此漏洞，但截至目前尚未作出回应。

CVSS 5.3 · Medium EPSS 0.12% · P2

Possible ATT&CK Techniques 1 AI

T1059.006 · Python

Affected Version Matrix 1

VendorProduct Version RangeStatus
THU-MIG yoloe 40cd606cabdbe2b566d6f14a6b162c89206e9a1b affected
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I. Basic Information for CVE-2026-111865

Vulnerability Information
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Vulnerability Title
THU-MIG yoloe AutoBackend Model Loading autobackend.py eval eval injection
Source: CVE Program / CVE List V5
Vulnerability Description
A security flaw has been discovered in THU-MIG yoloe up to 40cd606cabdbe2b566d6f14a6b162c89206e9a1b. This affects the function eval of the file ultralytics/nn/autobackend.py of the component AutoBackend Model Loading. The manipulation of the argument imgsz/names/kpt_shape results in improper neutralization of directives in dynamically evaluated code. The attack requires a local approach. The exploit has been released to the public and may be used for attacks. This product does not use versioning. This is why information about affected and unaffected releases are unavailable. The project was informed of the problem early through an issue report but has not responded yet.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L
Source: CVE Program / CVE List V5
Vulnerability Type
动态执行代码中指令转义处理不恰当(Eval注入)
Source: CVE Program / CVE List V5

Affected Products

Vendor Product Affected Versions CPE Subscribe
THU-MIG yoloe 40cd606cabdbe2b566d6f14a6b162c89206e9a1b cpe:2.3:a:thu-mig:yoloe:*:*:*:*:*:*:*:*

II. Public POCs for CVE-2026-111865

# POC Description Source Link Shenlong Link
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III. Intelligence Information for CVE-2026-111865

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Other References for CVE-2026-111865 (2)

IV. Related Vulnerabilities

Same weakness: CWE-95

V. Comments for CVE-2026-111865

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