Vulnerability-Lookup

CVE-2026-47117 (GCVE-0-2026-47117)

Vulnerability from cvelistv5 – Published: 2026-06-02 14:15 – Updated: 2026-07-14 21:33 X_Open Source

Title

OpenMed < 1.5.2 Remote Code Execution via PII Model Loading

Summary

OpenMed before 1.5.2 contains a remote code execution vulnerability in the PII privacy-filter model loading path. The privacy-filter dispatcher used broad substring matching on the user-supplied model_name parameter, allowing a value such as attacker/foo-privacy-filter-bar to route through a path that loads Hugging Face models with trust_remote_code=True. An unauthenticated attacker can supply a malicious model repository containing custom Transformers code via auto_map in config.json or tokenizer_config.json, which is imported and executed with the privileges of the OpenMed service process.

Severity

9.3 (Critical)


                        
                          CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

9.8 (Critical)


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

SSVC

Exploitation: none Automatable: yes Technical Impact: total

CISA Coordinator (v2.0.3)

CWE

CWE-94 - Improper Control of Generation of Code ('Code Injection')

Assigner

VulnCheck

References

4 references

URL	Tags
https://github.com/maziyarpanahi/openmed/releases…	release-notes
https://github.com/maziyarpanahi/openmed/pull/59	issue-tracking
https://github.com/maziyarpanahi/openmed/commit/9…	patch
https://www.vulncheck.com/advisories/openmed-remo…	third-party-advisory

Impacted products

1 product

Vendor	Product	Version
maziyarpanahi	openmed	Affected: 0 , < 1.5.2 (semver)

Date Public

2026-06-02 00:00

Credits

Sai Teja Erukude VulnCheck

Show details on NVD website

JSON

To clipboard

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FKIE_CVE-2026-47117

Vulnerability from fkie_nvd - Published: 2026-06-02 16:16 - Updated: 2026-07-22 19:10

Severity

9.8 (Critical) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

Summary

References

	URL	Tags
	disclosure@vulncheck.com	https://github.com/maziyarpanahi/openmed/commit/98724f65df98d7518b9006e6356740aa36c2f224
	disclosure@vulncheck.com	https://github.com/maziyarpanahi/openmed/pull/59
	disclosure@vulncheck.com	https://github.com/maziyarpanahi/openmed/releases/tag/v1.5.2
	disclosure@vulncheck.com	https://www.vulncheck.com/advisories/openmed-remote-code-execution-via-pii-model-loading

Impacted products

	Vendor	Product	Version

JSON

To clipboard

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  "lastModified": "2026-07-22T19:10:00.120",
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          "modifiedVulnAvailabilityImpact": "NOT_DEFINED",
          "modifiedVulnConfidentialityImpact": "NOT_DEFINED",
          "modifiedVulnIntegrityImpact": "NOT_DEFINED",
          "privilegesRequired": "NONE",
          "providerUrgency": "NOT_DEFINED",
          "subAvailabilityImpact": "NONE",
          "subConfidentialityImpact": "NONE",
          "subIntegrityImpact": "NONE",
          "userInteraction": "NONE",
          "valueDensity": "NOT_DEFINED",
          "vectorString": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/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",
          "version": "4.0",
          "vulnAvailabilityImpact": "HIGH",
          "vulnConfidentialityImpact": "HIGH",
          "vulnIntegrityImpact": "HIGH",
          "vulnerabilityResponseEffort": "NOT_DEFINED"
        },
        "source": "disclosure@vulncheck.com",
        "type": "Secondary"
      }
    ],
    "ssvcV203": [
      {
        "source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
        "ssvcData": {
          "id": "CVE-2026-47117",
          "options": [
            {
              "exploitation": "none"
            },
            {
              "automatable": "yes"
            },
            {
              "technicalImpact": "total"
            }
          ],
          "role": "CISA Coordinator",
          "timestamp": "2026-06-02T16:35:00.418898Z",
          "version": "2.0.3"
        }
      }
    ]
  },
  "published": "2026-06-02T16:16:43.980",
  "references": [
    {
      "source": "disclosure@vulncheck.com",
      "url": "https://github.com/maziyarpanahi/openmed/commit/98724f65df98d7518b9006e6356740aa36c2f224"
    },
    {
      "source": "disclosure@vulncheck.com",
      "url": "https://github.com/maziyarpanahi/openmed/pull/59"
    },
    {
      "source": "disclosure@vulncheck.com",
      "url": "https://github.com/maziyarpanahi/openmed/releases/tag/v1.5.2"
    },
    {
      "source": "disclosure@vulncheck.com",
      "url": "https://www.vulncheck.com/advisories/openmed-remote-code-execution-via-pii-model-loading"
    }
  ],
  "sourceIdentifier": "disclosure@vulncheck.com",
  "vulnStatus": "Deferred",
  "weaknesses": [
    {
      "description": [
        {
          "lang": "en",
          "value": "CWE-94"
        }
      ],
      "source": "disclosure@vulncheck.com",
      "type": "Secondary"
    }
  ]
}

GHSA-M3V4-V5GX-7WF5

Vulnerability from github – Published: 2026-06-02 18:31 – Updated: 2026-06-30 21:42

Summary

OpenMed vulnerable to remote code injection through privacy-filter model loading path

Details

OpenMed before 1.5.2 contains a remote code execution vulnerability in the PII privacy-filter model loading path. The privacy-filter dispatcher used broad substring matching on the user-supplied model_name parameter, allowing a value such as attacker/foo-privacy-filter-bar to route through a path that loads Hugging Face models with trust_remote_code=True. An unauthenticated attacker can supply a malicious model repository containing custom Transformers code via auto_map in config.json or tokenizer_config.json, which is imported and executed with the privileges of the OpenMed service process.

Severity

9.8 (Critical)


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

9.3 (Critical)


                  
                    CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

Show details on source website

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "openmed"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "1.5.2"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [
    "CVE-2026-47117"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-94"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2026-06-30T21:42:32Z",
    "nvd_published_at": "2026-06-02T16:16:43Z",
    "severity": "CRITICAL"
  },
  "details": "OpenMed before 1.5.2 contains a remote code execution vulnerability in the PII privacy-filter model loading path. The privacy-filter dispatcher used broad substring matching on the user-supplied `model_name` parameter, allowing a value such as `attacker/foo-privacy-filter-bar` to route through a path that loads Hugging Face models with `trust_remote_code=True`. An unauthenticated attacker can supply a malicious model repository containing custom Transformers code via auto_map in `config.json` or `tokenizer_config.json`, which is imported and executed with the privileges of the OpenMed service process.",
  "id": "GHSA-m3v4-v5gx-7wf5",
  "modified": "2026-06-30T21:42:32Z",
  "published": "2026-06-02T18:31:33Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2026-47117"
    },
    {
      "type": "WEB",
      "url": "https://github.com/maziyarpanahi/openmed/pull/59"
    },
    {
      "type": "WEB",
      "url": "https://github.com/maziyarpanahi/openmed/commit/98724f65df98d7518b9006e6356740aa36c2f224"
    },
    {
      "type": "WEB",
      "url": "https://github.com/maziyarpanahi/openmed/releases/tag/v1.5.2"
    },
    {
      "type": "WEB",
      "url": "https://www.vulncheck.com/advisories/openmed-remote-code-execution-via-pii-model-loading"
    },
    {
      "type": "PACKAGE",
      "url": "github.com/maziyarpanahi/openmed"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    },
    {
      "score": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N",
      "type": "CVSS_V4"
    }
  ],
  "summary": "OpenMed vulnerable to remote code injection through privacy-filter model loading path"
}

PYSEC-2026-2852

Vulnerability from pysec - Published: 2026-07-13 15:46 - Updated: 2026-07-13 16:05

Details

OpenMed before 1.5.2 contains a remote code execution vulnerability in the PII privacy-filter model loading path. The privacy-filter dispatcher used broad substring matching on the user-supplied model_name parameter, allowing a value such as attacker/foo-privacy-filter-bar to route through a path that loads Hugging Face models with trust_remote_code=True. An unauthenticated attacker can supply a malicious model repository containing custom Transformers code via auto_map in config.json or tokenizer_config.json, which is imported and executed with the privileges of the OpenMed service process.

Severity

9.8 (Critical)


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

9.3 (Critical)


                  
                    CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

Impacted products

Name	purl
openmed	pkg:pypi/openmed

Aliases

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "openmed",
        "purl": "pkg:pypi/openmed"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "1.5.2"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ],
      "versions": [
        "0.1",
        "0.1.1",
        "0.1.10",
        "0.1.10rc1",
        "0.1.4",
        "0.1.5",
        "0.1.7",
        "0.1.8",
        "0.1.8rc0",
        "0.1.8rc2",
        "0.1.9",
        "0.1.9rc1",
        "0.2.0",
        "0.2.0rc1",
        "0.2.0rc2",
        "0.2.1",
        "0.2.2",
        "0.3.0",
        "0.4.0",
        "0.5.0",
        "0.5.1",
        "0.5.5",
        "0.5.6",
        "0.5.7",
        "0.5.8",
        "0.6.0",
        "0.6.1",
        "0.6.2",
        "0.6.3",
        "0.6.4",
        "1.0.0",
        "1.1.0",
        "1.2.0",
        "1.3.0",
        "1.4.0",
        "1.5.0",
        "1.5.1"
      ]
    }
  ],
  "aliases": [
    "CVE-2026-47117",
    "GHSA-m3v4-v5gx-7wf5"
  ],
  "details": "OpenMed before 1.5.2 contains a remote code execution vulnerability in the PII privacy-filter model loading path. The privacy-filter dispatcher used broad substring matching on the user-supplied `model_name` parameter, allowing a value such as `attacker/foo-privacy-filter-bar` to route through a path that loads Hugging Face models with `trust_remote_code=True`. An unauthenticated attacker can supply a malicious model repository containing custom Transformers code via auto_map in `config.json` or `tokenizer_config.json`, which is imported and executed with the privileges of the OpenMed service process.",
  "id": "PYSEC-2026-2852",
  "modified": "2026-07-13T16:05:26.552851Z",
  "published": "2026-07-13T15:46:14.064755Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2026-47117"
    },
    {
      "type": "WEB",
      "url": "https://github.com/maziyarpanahi/openmed/pull/59"
    },
    {
      "type": "WEB",
      "url": "https://github.com/maziyarpanahi/openmed/commit/98724f65df98d7518b9006e6356740aa36c2f224"
    },
    {
      "type": "WEB",
      "url": "https://github.com/maziyarpanahi/openmed/releases/tag/v1.5.2"
    },
    {
      "type": "WEB",
      "url": "https://www.vulncheck.com/advisories/openmed-remote-code-execution-via-pii-model-loading"
    },
    {
      "type": "PACKAGE",
      "url": "github.com/maziyarpanahi/openmed"
    },
    {
      "type": "PACKAGE",
      "url": "https://pypi.org/project/openmed"
    },
    {
      "type": "ADVISORY",
      "url": "https://github.com/advisories/GHSA-m3v4-v5gx-7wf5"
    }
  ],
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "type": "CVSS_V3"
    },
    {
      "score": "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N",
      "type": "CVSS_V4"
    }
  ],
  "summary": "OpenMed vulnerable to remote code injection through privacy-filter model loading path"
}

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.

Detection rules are retrieved from Rulezet.

The MITRE ATT&CK techniques below are AI-generated suggestions, inferred from the description of the vulnerability by the CIRCL/vulnerability-attack-technique-classification-roberta-base model, served locally by ML-Gateway. They have not been verified by an analyst and are provided for guidance only.

Action not permitted

CVE-2026-47117 (GCVE-0-2026-47117)

FKIE_CVE-2026-47117

GHSA-M3V4-V5GX-7WF5

PYSEC-2026-2852

Tags

Sightings

Nomenclature