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

> Attackers can execute arbitrary code via eval injection in AutoBackend model loading, requiring local access and affecting the YOLOE library.

- **Severity:** Medium 4.8 (`CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P`)
- **Exploited in the wild:** Not known
- **Login needed:** Any signed-in user
- **Attackable:** Local or same network only
- **Victim action needed:** Not needed
- **Fix available:** No
- **Published:** 17 Oct 2026
- **Updated:** 19 Oct 2026
- **Also known as:** GHSA-j8p7-jccj-5wpx

## What is CVE-2026-111865?

CVE-2026-111865 is a medium-severity code injection vulnerability in THU-MIG yoloe, published on 17 Oct 2026. It can only be exploited from the same machine or local network, with no action from the victim.

### Official 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.

Weakness: CWE-95 (Improper Neutralization of Directives in Dynamically Evaluated Code), CWE-94 (Improper Control of Generation of Code)

## Which versions are affected by CVE-2026-111865?


## How do I fix CVE-2026-111865?

No fix has been published for CVE-2026-111865 yet. Limit exposure of the affected software until one is available.

## Is CVE-2026-111865 being exploited?

It is not confirmed as exploited in the wild, but public exploit code for CVE-2026-111865 exists.

## Fix prompt for AI coding agents

```text
Check this codebase for CVE-2026-111865 and fix it if it is affected.

What it is: CVE-2026-111865 is a medium-severity code injection vulnerability in THU-MIG yoloe, published on 17 Oct 2026. It can only be exploited from the same machine or local network, with no action from the victim.
Exploitation: It is not confirmed as exploited in the wild, but public exploit code for CVE-2026-111865 exists.

Affected product: THU-MIG yoloe. No package-level version data is available, so check the vendor advisory linked from the reference page.

Task:
1. Search the dependency manifests and lockfiles (for example package.json, package-lock.json, requirements.txt, poetry.lock, uv.lock, pom.xml, build.gradle, go.mod, Cargo.lock, Gemfile.lock) and any Dockerfiles for the affected packages, including transitive dependencies.
2. If an affected version is in use, upgrade it to the fixed version for its release line with the project's package manager, so the lockfile is regenerated. Prefer the smallest upgrade that fixes it.
3. If there is no fix, or the upgrade would break the build, do not guess: explain the risk and the safest workaround instead.
4. Run the tests and summarise what changed and why.
5. If nothing in the project is affected, say so and change nothing.

Reference: https://insights.sbomify.com/CVE-2026-111865/ (Markdown: https://insights.sbomify.com/CVE-2026-111865/index.md)
```

## Sources

- CVE record: https://www.cve.org/CVERecord?id=CVE-2026-111865
- NVD: https://nvd.nist.gov/vuln/detail/CVE-2026-111865
- OSV: https://osv.dev/vulnerability/CVE-2026-111865

---
From sbomify Insights: https://insights.sbomify.com/CVE-2026-111865/
Summaries are generated and may contain mistakes; the official description above is the record.