Vulnerability-Lookup

GHSA-J8P7-JCCJ-5WPX

Vulnerability from github – Published: 2026-10-17 21:31 – Updated: 2026-10-17 21:31

Details

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.

Severity

5.3 (Medium)


                  
                    CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L

1.9 (Low)


                  
                    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

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{
  "affected": [],
  "aliases": [
    "CVE-2026-111865"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-94"
    ],
    "github_reviewed": false,
    "github_reviewed_at": null,
    "nvd_published_at": "2026-10-17T21:16:25Z",
    "severity": "LOW"
  },
  "details": "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.",
  "id": "GHSA-j8p7-jccj-5wpx",
  "modified": "2026-10-17T21:31:20Z",
  "published": "2026-10-17T21:31:20Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2026-111865"
    },
    {
      "type": "WEB",
      "url": "https://github.com/THU-MIG/yoloe/issues/148"
    },
    {
      "type": "WEB",
      "url": "https://github.com/THU-MIG/yoloe"
    },
    {
      "type": "WEB",
      "url": "https://vuldb.com/cve/CVE-2026-111865"
    },
    {
      "type": "WEB",
      "url": "https://vuldb.com/submit/1004883"
    },
    {
      "type": "WEB",
      "url": "https://vuldb.com/vuln/421573"
    },
    {
      "type": "WEB",
      "url": "https://vuldb.com/vuln/421573/cti"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L",
      "type": "CVSS_V3"
    },
    {
      "score": "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/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X",
      "type": "CVSS_V4"
    }
  ]
}

CVE-2026-111865 (GCVE-0-2026-111865)

Vulnerability from cvelistv5 – Published: 2026-10-17 20:45 – Updated: 2026-10-19 15:04

Title

THU-MIG yoloe AutoBackend Model Loading autobackend.py eval eval injection

Summary

Severity

4.8 (Medium)


                        
                          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

5.3 (Medium)


                        
                          CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L/E:P/RL:X/RC:C

5.3 (Medium)


                        
                          CVSS:3.0/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L/E:P/RL:X/RC:C

SSVC

Exploitation: poc Automatable: no Technical Impact: partial

CISA Coordinator · CISA-ADP (v2.0.3)

Decision recorded 2026-10-19 15:03 UTC

CWE

CWE-95 - Improper Neutralization of Directives in Dynamically Evaluated Code
CWE-94 - Code Injection

Assigner

VulDB CNA under the mitre root

CNA scorecard B 83/100 over 3758 records in the last 180 days details

References

6 references

URL	Tags
https://vuldb.com/vuln/421573	vdb-entrytechnical-description
https://vuldb.com/vuln/421573/cti	signaturepermissions-required
https://vuldb.com/cve/CVE-2026-111865	third-party-advisory
https://vuldb.com/submit/1004883	third-party-advisory
https://github.com/THU-MIG/yoloe/issues/148	exploitissue-tracking
https://github.com/THU-MIG/yoloe/	product

Impacted products

1 product

Vendor	Product	Version
THU-MIG	yoloe	Affected: 40cd606cabdbe2b566d6f14a6b162c89206e9a1b cpe:2.3:a:thu-mig:yoloe::::::::

Credits

Dem00000 (VulDB User) VulDB CNA Team

Show details on NVD website

JSON

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  "containers": {
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        "metrics": [
          {
            "other": {
              "content": {
                "id": "CVE-2026-111865",
                "options": [
                  {
                    "Exploitation": "poc"
                  },
                  {
                    "Automatable": "no"
                  },
                  {
                    "Technical Impact": "partial"
                  }
                ],
                "role": "CISA Coordinator",
                "timestamp": "2026-10-19T15:03:28.246820Z",
                "version": "2.0.3"
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          "shortName": "CISA-ADP"
        },
        "title": "CISA ADP Vulnrichment"
      }
    ],
    "cna": {
      "affected": [
        {
          "cpes": [
            "cpe:2.3:a:thu-mig:yoloe:*:*:*:*:*:*:*:*"
          ],
          "modules": [
            "AutoBackend Model Loading"
          ],
          "product": "yoloe",
          "vendor": "THU-MIG",
          "versions": [
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              "status": "affected",
              "version": "40cd606cabdbe2b566d6f14a6b162c89206e9a1b"
            }
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      "credits": [
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          "lang": "en",
          "type": "reporter",
          "value": "Dem00000 (VulDB User)"
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          "type": "coordinator",
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      "descriptions": [
        {
          "lang": "en",
          "value": "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."
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      "metrics": [
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            "baseScore": 4.8,
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        },
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            "baseScore": 4.3,
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          "url": "https://vuldb.com/vuln/421573/cti"
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          ],
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        },
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          "name": "Submit #1004883 | THU-MIG yoloe up to main commit 40cd606cabdbe2b566d6f14a6b162c89206e9a1b (vendors ultralytics 8.3.39) Code Injection",
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          "time": "2026-10-17T09:14:39.000Z",
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Sightings

Author	Source	Type	Date	Other

Nomenclature

Seen: The vulnerability was mentioned, discussed, or observed by the user.
Confirmed: The vulnerability has been validated from an analyst's perspective.
Published Proof of Concept: A public proof of concept is available for this vulnerability.
Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
Not confirmed: The user expressed doubt about the validity of the vulnerability.
Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.

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The approach is described in our paper Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion.
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GHSA-J8P7-JCCJ-5WPX

CVE-2026-111865 (GCVE-0-2026-111865)

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